{"id":"W3173410272","doi":"10.1186/s12940-021-00751-w","title":"Occupational exposure to polycyclic aromatic hydrocarbons and risk of prostate cancer","year":2021,"lang":"en","type":"article","venue":"Environmental Health","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Armand Frappier Museum; Institut National de la Recherche Scientifique","funders":"Fonds de Recherche du Québec - Santé; Canadian Cancer Society; Ministère du Développement Économique, de l’Innovation et de l’Exportation; Prostate Cancer Canada; Armand-Frappier Foundation; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Prostate cancer; Odds ratio; Environmental health; Confidence interval; Medicine; Logistic regression; Occupational exposure; Cancer; Toxicology; Environmental chemistry; Internal medicine; Chemistry; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001818608,0.0001429467,0.0001962459,0.00002520879,0.0001257201,0.000008474321,0.00009122065,0.00003823246,0.0008229022],"category_scores_gemma":[0.00002607744,0.000138352,0.00003229671,0.0001477209,0.0001399688,0.0001019101,0.0001524863,0.0001121373,0.0001418498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004351477,"about_ca_system_score_gemma":0.00006476705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006529132,"about_ca_topic_score_gemma":0.0005796881,"domain_scores_codex":[0.9985733,0.0001170058,0.0002960825,0.0003251166,0.0003562848,0.0003322158],"domain_scores_gemma":[0.9992093,0.00004020012,0.0001529775,0.0002564583,4.607277e-8,0.0003410495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002846315,0.000153871,0.847321,0.00000511498,0.00002087121,0.000005456316,0.002024249,0.0000350081,0.03288852,8.170633e-7,0.0002506856,0.117266],"study_design_scores_gemma":[0.000347784,0.0001885945,0.9900558,0.00002077432,0.00001274519,0.00002159063,0.0002265335,0.00005343706,0.008249715,0.0001366019,0.0005569282,0.0001294763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975324,0.0007341354,0.0000426948,0.0008016728,0.00008179123,0.0002470892,0.0003368395,0.00001601167,0.0002073425],"genre_scores_gemma":[0.9965868,0.0008899439,0.001293232,0.000691165,0.00002257101,0.00001170657,0.000005821448,0.00002039574,0.0004783496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1427348,"threshold_uncertainty_score":0.9010202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007881728234185292,"score_gpt":0.2554309068073691,"score_spread":0.2475491785731838,"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."}}