Class information for:
Level 1: NARRATIVE TEXT//CLINICAL CODING//CLASSIFICAT HLTH

Basic class information
Class id #P Avg. number of
references		 Database coverage
of references
24208 320 21.5 41%


Bar chart of Publication_year

Last years might be incomplete

Hierarchy of classes
The table includes all classes above and classes immediately below the current class.


Cluster id Level Cluster label #P
8 4 CARDIAC & CARDIOVASCULAR SYSTEM//PERIPHERAL VASCULAR DISEASES//CARDIOL 1276458
280 3       ACCIDENT ANALYSIS AND PREVENTION//TRANSPORTATION//ERGONOMICS 42847
2300 2             SNOWBOARDING//ALL TERRAIN VEHICLE//ALPINE SKIING 4543
24208 1                   NARRATIVE TEXT//CLINICAL CODING//CLASSIFICAT HLTH 320

Terms with highest relevance score


rank Term termType Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 NARRATIVE TEXT authKW 297266 3% 35% 9
2 CLINICAL CODING authKW 287951 4% 23% 13
3 CLASSIFICAT HLTH address 254449 3% 33% 8
4 CROSS LANGUAGE DIAGNOSIS authKW 190845 1% 100% 2
5 MS DRGS authKW 190845 1% 100% 2
6 PHYSICIAN CODING authKW 190845 1% 100% 2
7 POWERED INDUSTRIAL VEHICLES authKW 190845 1% 100% 2
8 PRINT QUALITY TROUBLESHOOTING authKW 190845 1% 100% 2
9 ICD 10 AM authKW 152671 1% 40% 4
10 HLTH INFORMAT TRAINING address 149091 2% 31% 5

Web of Science journal categories


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 Ergonomics 6831 14% 0% 44
2 Public, Environmental & Occupational Health 2622 37% 0% 119
3 Transportation 2204 8% 0% 26
4 Emergency Medicine 1725 10% 0% 32
5 Medical Informatics 961 7% 0% 22
6 Social Sciences, Interdisciplinary 798 8% 0% 27
7 Health Policy & Services 305 5% 0% 17
8 Engineering, Industrial 242 5% 0% 16
9 Health Care Sciences & Services 240 6% 0% 20
10 Critical Care Medicine 160 5% 0% 15

Address terms


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 CLASSIFICAT HLTH 254449 3% 33% 8
2 HLTH INFORMAT TRAINING 149091 2% 31% 5
3 CLIN CODING 122683 1% 43% 3
4 ACUTE HLTH SERV BRANCH 95422 0% 100% 1
5 CLIN CODING SERV 95422 0% 100% 1
6 CLIN DOCUMENTAT IMPROVEMENT PROGRAM SURG 95422 0% 100% 1
7 CODING CASEMIX SERV 95422 0% 100% 1
8 CONSULTANT PAEDIAT SURGON 95422 0% 100% 1
9 DESIGN OCCUPAT SAFETY HLTH 95422 0% 100% 1
10 DORS DOCUMENTAZ PROMOZ SALUTE 95422 0% 100% 1

Journals


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class
1 HEALTH INFORMATION MANAGEMENT JOURNAL 107329 4% 9% 12
2 INJURY PREVENTION 59967 8% 2% 27
3 ACCIDENT ANALYSIS AND PREVENTION 6419 6% 0% 18
4 INTERNATIONAL JOURNAL OF INJURY CONTROL AND SAFETY PROMOTION 6352 2% 1% 5
5 CLINICAL MEDICINE 5262 3% 1% 8
6 JOURNAL OF SAFETY RESEARCH 4889 3% 1% 8
7 PROFESSIONAL SAFETY 2724 0% 3% 1
8 ANNALS OF EMERGENCY MEDICINE 2123 4% 0% 12
9 EPIDEMIOLOGIA & PREVENZIONE 1911 1% 1% 3
10 JOURNAL OF PUBLIC HEALTH MEDICINE 1861 1% 0% 4

Author Key Words


Rank Term Chi square Shr. of publ. in
class containing
term		 Class's shr. of
term's tot. occurrences		 #P with
term in
class		 LCSH search Wikipedia search
1 NARRATIVE TEXT 297266 3% 35% 9 Search NARRATIVE+TEXT Search NARRATIVE+TEXT
2 CLINICAL CODING 287951 4% 23% 13 Search CLINICAL+CODING Search CLINICAL+CODING
3 CROSS LANGUAGE DIAGNOSIS 190845 1% 100% 2 Search CROSS+LANGUAGE+DIAGNOSIS Search CROSS+LANGUAGE+DIAGNOSIS
4 MS DRGS 190845 1% 100% 2 Search MS+DRGS Search MS+DRGS
5 PHYSICIAN CODING 190845 1% 100% 2 Search PHYSICIAN+CODING Search PHYSICIAN+CODING
6 POWERED INDUSTRIAL VEHICLES 190845 1% 100% 2 Search POWERED+INDUSTRIAL+VEHICLES Search POWERED+INDUSTRIAL+VEHICLES
7 PRINT QUALITY TROUBLESHOOTING 190845 1% 100% 2 Search PRINT+QUALITY+TROUBLESHOOTING Search PRINT+QUALITY+TROUBLESHOOTING
8 ICD 10 AM 152671 1% 40% 4 Search ICD+10+AM Search ICD+10+AM
9 FORKLIFTS 138791 1% 36% 4 Search FORKLIFTS Search FORKLIFTS
10 E CODES 132524 2% 28% 5 Search E+CODES Search E+CODES

Core articles
The table includes core articles in the class. The following variables is taken into account for the relevance score of an article in a cluster c:
(1) Number of references referring to publications in the class.
(2) Share of total number of active references referring to publications in the class.
(3) Age of the article. New articles get higher score than old articles.
(4) Citation rate, normalized to year.


Rank Reference # ref.
in cl.		 Shr. of ref. in
cl.		 Citations
1 MARUCCI-WELLMAN, HR , CORNS, HL , LEHTO, MR , (2017) CLASSIFYING INJURY NARRATIVES OF LARGE ADMINISTRATIVE DATABASES FOR SURVEILLANCE-A PRACTICAL APPROACH COMBINING MACHINE LEARNING ENSEMBLES AND HUMAN REVIEW.ACCIDENT ANALYSIS AND PREVENTION. VOL. 98. ISSUE . P. 359 -371 16 80% 0
2 NANDA, G , GRATTAN, KM , CHU, MT , DAVIS, LK , LEHTO, MR , (2016) BAYESIAN DECISION SUPPORT FOR CODING OCCUPATIONAL INJURY DATA.JOURNAL OF SAFETY RESEARCH. VOL. 57. ISSUE . P. 71 -82 11 100% 0
3 SOO, IHY , LAM, MK , RUST, J , MADDEN, R , (2009) DO WE HAVE ENOUGH INFORMATION? HOW ICD-10-AM ACTIVITY CODES MEASURE UP.HEALTH INFORMATION MANAGEMENT JOURNAL. VOL. 38. ISSUE 1. P. 22-34 12 92% 6
4 MCKENZIE, K , MCCLURE, RJ , (2010) SOURCES OF CODING DISCREPANCIES IN INJURY MORBIDITY DATA: IMPLICATIONS FOR INJURY SURVEILLANCE.INTERNATIONAL JOURNAL OF INJURY CONTROL AND SAFETY PROMOTION. VOL. 17. ISSUE 1. P. 53 -60 12 75% 5
5 BERTKE, SJ , MEYERS, AR , WURZELBACHER, SJ , MEASURE, A , LAMPL, MP , ROBINS, D , (2016) COMPARISON OF METHODS FOR AUTO-CODING CAUSATION OF INJURY NARRATIVES.ACCIDENT ANALYSIS AND PREVENTION. VOL. 88. ISSUE . P. 117 -123 7 88% 4
6 CUNNINGHAM, J , WILLIAMSON, D , ROBINSON, KM , CARROLL, R , BUCHANAN, R , PAUL, L , (2014) THE QUALITY OF MEDICAL RECORD DOCUMENTATION AND EXTERNAL CAUSE OF FALL INJURY CODING IN A TERTIARY TEACHING HOSPITAL.HEALTH INFORMATION MANAGEMENT JOURNAL. VOL. 43. ISSUE 1. P. 6-15 8 100% 1
7 CARLSON, KF , NUGENT, SM , GRILL, J , SAYER, NA , (2010) ACCURACY OF EXTERNAL CAUSE-OF-INJURY CODING IN VA POLYTRAUMA PATIENT DISCHARGE RECORDS.JOURNAL OF REHABILITATION RESEARCH AND DEVELOPMENT. VOL. 47. ISSUE 8. P. 689-697 11 69% 7
8 VALLMUUR, K , MARUCCI-WELLMAN, HR , TAYLOR, JA , LEHTO, M , CORNS, HL , SMITH, GS , (2016) HARNESSING INFORMATION FROM INJURY NARRATIVES IN THE 'BIG DATA' ERA: UNDERSTANDING AND APPLYING MACHINE LEARNING FOR INJURY SURVEILLANCE.INJURY PREVENTION. VOL. 22. ISSUE . P. 34 -42 14 45% 0
9 MCKENZIE, K , FINGERHUT, L , WALKER, S , HARRISON, A , HARRISON, JE , (2012) CLASSIFYING EXTERNAL CAUSES OF INJURY: HISTORY, CURRENT APPROACHES, AND FUTURE DIRECTIONS.EPIDEMIOLOGIC REVIEWS. VOL. 34. ISSUE 1. P. 4 -16 17 39% 8
10 KHURRAM, SA , WARNER, C , HENRY, AM , KUMAR, A , MOHAMMED-ALI, RI , (2016) ACCURACY OF CLINICAL CODING FOR PROCEDURES IN ORAL AND MAXILLOFACIAL SURGERY.BRITISH JOURNAL OF ORAL & MAXILLOFACIAL SURGERY. VOL. 54. ISSUE 8. P. 894 -897 6 100% 0

Classes with closest relation at Level 1


Rank Class id link
1 3301 CHILDHOOD INJURY//UNINTENTIONAL INJURY//INJURY PREVENTION
2 8259 ADMINISTRATIVE DATA//RISK ADJUSTMENT//PATIENT SAFETY INDICATORS
3 3971 OCCUPATIONAL INJURY//WORKERS COMPENSATION//AMERICAN JOURNAL OF INDUSTRIAL MEDICINE
4 32693 ABT HAND PLAST REKONSTRUKT VERBRENNUNG IRURG//CODING MEDICAL CONCEPTS//COST UNIT ACCOUNTING
5 33305 BABY WALKER//INFANT WALKER//SHOPPING CARTS
6 27831 OPERATION NOTE//PROFORMA//OPERATIVE REPORTS
7 30967 AUSTRIAN DIAGNOSIS//CMD NO 4//CO ORDINATED
8 24732 FALL FROM HEIGHT//HEIGHT OF FALL//EXTENSION LADDERS
9 9658 JOURNAL OF AGROMEDICINE//FARMWORKERS//AGRICULTURAL INJURY
10 17229 SHOCK TRAUMA SERV//ESPARR//INJURY PREVENT UNIT

Go to start page