{"id":"W4220762402","doi":"10.1136/oemed-2021-108146","title":"Cancer risk among firefighters and police in the Ontario workforce","year":2022,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Occupational Cancer Research Centre","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Cohort; Cancer; Cancer registry; Internal medicine; Hazard ratio; Bladder cancer; Confidence interval","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":[0.000328166,0.0002166643,0.0001752376,0.0006819759,0.001142114,0.0005712022,0.0004130668,0.00026502,0.001869192],"category_scores_gemma":[0.001068529,0.0002460383,0.0002741359,0.0008286179,0.0003221222,0.0002107386,0.0005138353,0.0002475681,0.0002221546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004425541,"about_ca_system_score_gemma":0.004499108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8096036,"about_ca_topic_score_gemma":0.8853328,"domain_scores_codex":[0.9996716,0.00002470555,0.00001145474,0.00004249701,0.0001131437,0.0001366945],"domain_scores_gemma":[0.9995812,0.00002064212,0.00014987,0.00001616998,0.0001045781,0.0001275269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003727847,0.00001398149,0.9963915,0.00001205953,0.00001279758,0.00009416493,0.0007376559,0.00002492875,0.0002217662,0.00001724896,0.0004776627,0.001958993],"study_design_scores_gemma":[0.000005446439,0.00002453172,0.998041,0.00001650313,0.000006600211,0.00007169003,0.0009460328,0.00004992219,0.00002010416,0.00001284398,0.0008031212,0.000002331034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975542,0.0004058832,0.00003803958,0.0001987678,0.000009867425,0.00001882354,0.0006548586,0.000003041914,0.001116503],"genre_scores_gemma":[0.9977695,0.0004910521,0.00004956969,0.0000633482,0.000009269095,0.00001479825,0.0005053504,0.000001810067,0.001095346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1903964,"threshold_uncertainty_score":0.3830354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083223638114978,"score_gpt":0.3652255540559899,"score_spread":0.3243933176748401,"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."}}