{"id":"W1976818244","doi":"10.1097/jom.0000000000000198","title":"Linkage and Concordance of Trauma Registry and Hospital Discharge Records","year":2014,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Work & Health","funders":"National Institute for Occupational Safety and Health","keywords":"Concordance; Medicine; Hospital discharge; Medical record; Occupational safety and health; Poison control; Injury prevention; Medical emergency; Workers' compensation; Emergency medicine; External cause; Compensation (psychology); Surgery; Intensive care medicine; Psychology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05353416,0.0002460188,0.00077507,0.007059054,0.0007703368,0.002565895,0.001384649,0.0005556534,0.001543058],"category_scores_gemma":[0.1915091,0.0004849403,0.0005236434,0.009109048,0.0005585004,0.001465591,0.003181503,0.0007463792,0.0006190367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410653,"about_ca_system_score_gemma":0.003397042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007147017,"about_ca_topic_score_gemma":0.004719426,"domain_scores_codex":[0.8938051,0.06075244,0.01550807,0.007982151,0.01967071,0.002281378],"domain_scores_gemma":[0.8181627,0.07583468,0.03442179,0.0261596,0.04456593,0.0008551923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003104635,0.0001163411,0.9520714,0.0004124379,0.0003634449,0.0001737559,0.003751074,0.001055608,0.000551491,0.001226144,0.002230059,0.0377378],"study_design_scores_gemma":[0.00006289531,0.0001970883,0.9730137,0.0006263186,0.0003069273,0.0006479205,0.002369459,0.005853773,0.003506957,0.001660678,0.01170031,0.00005400947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9350228,0.001466384,0.03034233,0.0007953136,0.0001854172,0.001662774,0.01538915,0.0003864006,0.0147496],"genre_scores_gemma":[0.9760717,0.0003439752,0.01184371,0.0001060753,0.0000419137,0.0007199564,0.009816194,0.00004504122,0.001011518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353416,"threshold_uncertainty_score":0.2831191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04027560400905589,"score_gpt":0.3980532917832258,"score_spread":0.35777768777417,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}