{"id":"W4393852746","doi":"10.1093/occmed/kqae005","title":"The Ontario Workplace Health Champions Program","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Safety & Insurance Board; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Workplace Safety and Insurance Board","keywords":"Champion; Curriculum; Medical school; Medical education; Medicine; Occupational medicine; Family medicine; Health care; Occupational safety and health; Nursing; Psychology; Political science; Pedagogy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001397279,0.0004923957,0.0003099426,0.001462901,0.0050883,0.001392032,0.001139432,0.0006661145,0.03589114],"category_scores_gemma":[0.002301285,0.0003598471,0.0003633231,0.001469485,0.0006515324,0.0005921425,0.002407157,0.0008323431,0.003632698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01774951,"about_ca_system_score_gemma":0.09584208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8351086,"about_ca_topic_score_gemma":0.9620449,"domain_scores_codex":[0.99801,0.0001268545,0.00003381074,0.0001334851,0.001101809,0.0005941691],"domain_scores_gemma":[0.9948851,0.00008620084,0.0001633703,0.00007042502,0.002052429,0.002742454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004404382,0.001283004,0.1117387,0.0004371408,0.00004884456,0.0002965835,0.002139502,0.0003355945,0.00126282,0.003350012,0.5793095,0.2993578],"study_design_scores_gemma":[0.0002962667,0.0005733888,0.4239786,0.0003584369,0.00004216969,0.0001163549,0.001650754,0.0004875067,0.0005049382,0.0006094915,0.5713216,0.00006050896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2538636,0.003343916,0.002467371,0.0279218,0.00167224,0.00441484,0.01892391,0.001192618,0.6861997],"genre_scores_gemma":[0.4838114,0.004727503,0.005754276,0.00603509,0.0004652952,0.002891507,0.01628794,0.0001897297,0.4798372],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1648914,"threshold_uncertainty_score":0.3317248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1365087533202421,"score_gpt":0.5510026784089819,"score_spread":0.4144939250887398,"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."}}