{"id":"W2980781681","doi":"10.1097/jom.0000000000001738","title":"Leading Indicators in Occupational Health and Safety Management Systems in Healthcare","year":2019,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group Health Centre; Kingston Health Sciences Centre; Toronto Metropolitan University; Queen's University; Ottawa Hospital","funders":"","keywords":"Psychological intervention; Occupational safety and health; Safety culture; Health care; Business; Perception; Process management; Environmental resource management; Medicine; Nursing; Psychology; Environmental science; Management; Political science","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":[0.02745598,0.0003784797,0.0003361441,0.001292944,0.001889612,0.001956837,0.0007847815,0.0006015584,0.002180805],"category_scores_gemma":[0.05665627,0.0002545932,0.0004731053,0.001067318,0.001308783,0.001620432,0.003239412,0.001282767,0.0002066137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003259336,"about_ca_system_score_gemma":0.01016126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002237281,"about_ca_topic_score_gemma":0.003020358,"domain_scores_codex":[0.9806141,0.01273468,0.000946401,0.0005520582,0.003778066,0.001374736],"domain_scores_gemma":[0.9567178,0.01921105,0.01238023,0.001280929,0.004266596,0.00614345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001301421,0.01091377,0.6596668,0.001419851,0.0001363865,0.00008867944,0.01933352,0.002178518,0.001891079,0.002047703,0.002024461,0.2989978],"study_design_scores_gemma":[0.0005722283,0.01772586,0.923277,0.001827642,0.0002105028,0.0001318469,0.02784214,0.007639509,0.006686381,0.005649349,0.00828314,0.0001544559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894833,0.0006102238,0.004435133,0.001512221,0.00008997085,0.0006645724,0.00005983979,0.00008053713,0.003064234],"genre_scores_gemma":[0.9933669,0.0001827011,0.005404636,0.0001850791,0.00001631822,0.0005320297,0.00004455687,0.000005177477,0.0002626033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02745598,"threshold_uncertainty_score":0.1452029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05425030834212877,"score_gpt":0.4261373765686829,"score_spread":0.3718870682265542,"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."}}