{"id":"W2167180811","doi":"10.1093/occmed/kqn065","title":"Occupational medicine in Canada","year":2008,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Public Health Ontario","funders":"","keywords":"Occupational medicine; Medicine; Occupational exposure; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001247558,0.0002476897,0.0005410315,0.0004318448,0.0008708769,7.318758e-7,0.000299658,0.0001466406,0.01307895],"category_scores_gemma":[0.003024234,0.0001903821,0.00002930674,0.0009558217,0.0003201284,0.0001471447,0.00007005547,0.0009212541,0.0003260349],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001980975,"about_ca_system_score_gemma":0.0181259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9194025,"about_ca_topic_score_gemma":0.8728688,"domain_scores_codex":[0.9948662,0.0005096984,0.001352821,0.0004355089,0.001998076,0.0008377024],"domain_scores_gemma":[0.9939249,0.004211647,0.0002769901,0.000347607,0.0007130032,0.000525836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007071734,0.00002950239,0.8675206,0.0001003559,0.000009201729,0.00005988736,0.0005165467,0.00004584838,0.00002165192,0.004643386,0.1249593,0.00138652],"study_design_scores_gemma":[0.003085112,0.0001459605,0.9559299,0.000344487,0.000005129766,0.00001735049,0.0004993386,0.0006807923,0.000001585571,0.0006363511,0.03849758,0.0001563704],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8540706,0.0009588728,0.0006424504,0.04011289,0.003488717,0.002158587,0.0002040053,0.00008570185,0.09827819],"genre_scores_gemma":[0.9859948,0.0002457724,0.0003436632,0.007754421,0.002172728,0.000355507,0.0008737488,0.00002658461,0.002232746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1319242,"threshold_uncertainty_score":0.9878232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608652975013906,"score_gpt":0.4881206871578019,"score_spread":0.3272553896564114,"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."}}