{"id":"W2294025652","doi":"10.1097/jom.0000000000000616","title":"Managing Safety and Operations","year":2016,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Western University","funders":"","keywords":"Best practice; Occupational safety and health; Business; Operations management; Risk analysis (engineering); Process management; Medicine; Engineering; Management","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":[0.003398558,0.0003767068,0.0001681473,0.0009872392,0.001818596,0.003328714,0.0006166993,0.0008381027,0.009906292],"category_scores_gemma":[0.01120045,0.0001460936,0.0002023927,0.001056892,0.001988597,0.002194005,0.003761582,0.001192961,0.001283236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001736243,"about_ca_system_score_gemma":0.008183237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278478,"about_ca_topic_score_gemma":0.003664464,"domain_scores_codex":[0.9965734,0.001102356,0.0001973471,0.0003576727,0.00129542,0.0004737751],"domain_scores_gemma":[0.9881075,0.002242089,0.004630247,0.0006526834,0.002181538,0.002185989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001063264,0.0009499833,0.3598922,0.0008091636,0.0001997557,0.0003366957,0.007965864,0.003674004,0.002765908,0.04428388,0.04246522,0.5365511],"study_design_scores_gemma":[0.00007465709,0.001712209,0.5154754,0.002009804,0.0002010345,0.001074589,0.03299788,0.003112591,0.003483685,0.06937498,0.3703782,0.0001050955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6597834,0.005686793,0.02823738,0.05871248,0.001357963,0.0002496027,0.0004389357,0.0002845635,0.2452489],"genre_scores_gemma":[0.9830525,0.001871874,0.003576886,0.002104436,0.0003396164,0.00005116543,0.0001672499,0.00001572468,0.008820445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009906292,"threshold_uncertainty_score":0.03313982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06400215893441673,"score_gpt":0.4300314622782707,"score_spread":0.3660293033438539,"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."}}