{"id":"W2117907080","doi":"10.1136/oemed-2014-102574","title":"Occupational injury risk among ambulance officers and paramedics compared with other healthcare workers in Victoria, Australia: analysis of workers’ compensation claims from 2003 to 2012","year":2015,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Occupational safety and health; Mental health; Occupational injury; Health care; Major trauma; Welfare; Injury prevention; Workers' compensation; Suicide prevention; Poison control; Medical emergency; Nursing; Compensation (psychology); Psychiatry; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006382749,0.0002147449,0.0005014273,0.0003245713,0.0002120835,0.00000369474,0.00008219286,0.000165447,0.0004900098],"category_scores_gemma":[0.00007639297,0.0001709135,0.00002005025,0.0007448246,0.0003250116,0.000201208,0.00004165841,0.0003780012,0.0000209544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002845818,"about_ca_system_score_gemma":0.0002626885,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02156096,"about_ca_topic_score_gemma":0.01045116,"domain_scores_codex":[0.9975916,0.0002601094,0.0007774014,0.0003665204,0.0006786523,0.0003257675],"domain_scores_gemma":[0.9983878,0.0003777052,0.0004649624,0.0001888491,0.00008604355,0.0004946649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002831638,0.00005945594,0.9898139,0.00004012419,0.0001097608,8.357733e-7,0.002513217,0.001224358,0.000008639802,0.00005198867,0.002802675,0.0005434318],"study_design_scores_gemma":[0.001948608,0.0002775271,0.9887196,0.0002947453,0.0001400235,2.899453e-7,0.003980541,0.002474597,0.000001562949,0.00005366154,0.001946349,0.0001624885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961318,0.0002565972,0.0004804462,0.0007333278,0.0002940121,0.0007065667,0.001311194,0.00001243085,0.00007357031],"genre_scores_gemma":[0.9948737,0.0000891203,0.001439754,0.0008829731,0.0002482237,0.00008729658,0.002208723,0.00001403484,0.0001561981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0111098,"threshold_uncertainty_score":0.9849545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07009666799212098,"score_gpt":0.3880949196020229,"score_spread":0.3179982516099019,"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."}}