{"id":"W4388691463","doi":"10.1080/10903127.2023.2283079","title":"Cancer Risks among Emergency Medical Services Workers in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Prehospital Emergency Care","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Cohort; Hazard ratio; Cancer; Emergency medicine; Proportional hazards model; Cohort study; Lung cancer; Cancer registry; Medical emergency; Confidence interval; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004187231,0.0002521196,0.0002474055,0.001050785,0.001581297,0.0006215296,0.0006961398,0.0002959331,0.002608398],"category_scores_gemma":[0.001430481,0.0002745785,0.0004332111,0.00211498,0.0003252125,0.0002164687,0.0006005887,0.0004126801,0.0002118547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01699186,"about_ca_system_score_gemma":0.02781163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9888969,"about_ca_topic_score_gemma":0.9944464,"domain_scores_codex":[0.9994809,0.00003462787,0.00003481323,0.00007605331,0.00020498,0.0001687424],"domain_scores_gemma":[0.9986923,0.00006130863,0.0003544069,0.00003389793,0.0006052783,0.0002527917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005197094,0.00001699842,0.9897754,0.0001016668,0.00003911597,0.0001362129,0.0005052641,0.00009797452,0.0001895862,0.00005559744,0.003148121,0.005882058],"study_design_scores_gemma":[0.00000810854,0.00001683221,0.9977202,0.00005851041,0.00001243238,0.0000602199,0.0004402808,0.00007066964,0.00002268839,0.00001493145,0.001570805,0.0000043614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696313,0.004717165,0.0003003166,0.001979989,0.0000579707,0.0001580818,0.01584407,0.00003334589,0.007277753],"genre_scores_gemma":[0.990244,0.002722389,0.0003020578,0.0002592948,0.00002113307,0.0000586643,0.003379708,0.000006706842,0.003006171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01699186,"threshold_uncertainty_score":0.1232851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04786514289544809,"score_gpt":0.4194938658631909,"score_spread":0.3716287229677429,"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."}}