{"id":"W4400354417","doi":"10.1093/occmed/kqae023.0581","title":"O-060 EXPLORING SEX DIFFERENCES IN LUNG CANCER RISK AMONG A LARGE COHORT OF ONTARIO, CANADA WORKERS","year":2024,"lang":"en","type":"article","venue":"Occupational Medicine","topic":"Smoking Behavior and Cessation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Health Canada","funders":"","keywords":"Cohort; Medicine; Lung cancer; Environmental health; Cohort study; Occupational exposure; Sex workers; Demography; Cancer; Gerontology; Oncology; Internal medicine; Population; Research methodology","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":[0.000508805,0.0003539732,0.0002963502,0.001172955,0.002577141,0.0008672176,0.0008319443,0.0002798439,0.002840193],"category_scores_gemma":[0.001034469,0.0003191148,0.0006337581,0.002309465,0.000384709,0.0002185327,0.0005712283,0.0002714381,0.0004773744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01682595,"about_ca_system_score_gemma":0.02421767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940388,"about_ca_topic_score_gemma":0.9968021,"domain_scores_codex":[0.9995595,0.00002865807,0.0000229614,0.00009409532,0.000148186,0.0001465603],"domain_scores_gemma":[0.9989479,0.00004631127,0.0001878822,0.00005016159,0.0005230125,0.000244725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006557703,0.00001639675,0.9934102,0.00003919714,0.00003990289,0.00007475796,0.0003366719,0.00006340234,0.0002938387,0.0000411274,0.00228588,0.003332944],"study_design_scores_gemma":[0.000009893127,0.00002126634,0.9967656,0.00002393453,0.00002513463,0.00003700367,0.0004198006,0.000140069,0.00005605261,0.00001478306,0.002482164,0.000004270539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9661943,0.001495212,0.0004585515,0.0004468776,0.00002710537,0.0001983926,0.02540542,0.00004201158,0.005732159],"genre_scores_gemma":[0.9845359,0.0008225166,0.0005658325,0.0002349017,0.00001235442,0.000111007,0.006940077,0.00001416374,0.006763321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01682595,"threshold_uncertainty_score":0.1220813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03947295230300884,"score_gpt":0.3115760791145877,"score_spread":0.2721031268115789,"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."}}