{"id":"W3210839661","doi":"10.1136/oem-2021-epi.15","title":"O-461 Occupational solar ultraviolet radiation and breast cancer risk in Canada","year":2021,"lang":"en","type":"article","venue":"Oral Presentations","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Breast cancer; Medicine; Cohort; Hazard ratio; Cohort study; Environmental health; Job-exposure matrix; Cancer; Confounding; Proportional hazards model; Confidence interval; Oncology; Gynecology; Internal medicine; Population","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":[0.000664981,0.0002913795,0.0003807884,0.001170659,0.001811756,0.0009905513,0.0007074906,0.00031601,0.008926786],"category_scores_gemma":[0.001960462,0.0002284723,0.0009348031,0.004574665,0.0003340358,0.0002130616,0.0005060314,0.0004423562,0.0005538849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02170305,"about_ca_system_score_gemma":0.05244454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966193,"about_ca_topic_score_gemma":0.9973391,"domain_scores_codex":[0.9992117,0.00006355191,0.00005383827,0.0001361744,0.0003379473,0.0001968297],"domain_scores_gemma":[0.9981566,0.0001174546,0.0002348512,0.00006826832,0.001123659,0.000299128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003312984,0.0000569002,0.9515143,0.0006173045,0.0003881461,0.0001025032,0.0004611866,0.0004502099,0.0004190573,0.0006188619,0.01769195,0.02734831],"study_design_scores_gemma":[0.00004000228,0.00003862528,0.9870116,0.0002614523,0.0001617418,0.00006838406,0.0004996917,0.0004835636,0.0001796601,0.0001241923,0.01111536,0.00001572982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7725927,0.02335582,0.001575011,0.004662208,0.0002995461,0.000414859,0.1583607,0.0002007055,0.03853845],"genre_scores_gemma":[0.9605485,0.007666694,0.001324376,0.0006192732,0.00003813774,0.0001340797,0.01891579,0.00003733011,0.01071596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02170305,"threshold_uncertainty_score":0.1574674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132106067385324,"score_gpt":0.277670085848528,"score_spread":0.2644594791099956,"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."}}