{"id":"W3005035138","doi":"10.1371/journal.pone.0227622","title":"An examination of the association between lifetime history of prostate and pancreatic cancer diagnosis and occupation in a population sample of Canadians","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick; Dalhousie University","funders":"Canadian Institutes of Health Research; Research Nova Scotia; Social Sciences and Humanities Research Council of Canada; Dalhousie Medical Research Foundation","keywords":"Medicine; Cohort; Demography; Hazard ratio; Confidence interval; Pancreatic cancer; Prostate cancer; Population; Proportional hazards model; Cancer; Cohort study; Gerontology; Internal medicine; Environmental health","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":[0.0007921966,0.0003241656,0.0003187432,0.002163562,0.002179317,0.0009006625,0.001026456,0.0004582371,0.002007132],"category_scores_gemma":[0.002203366,0.0003198269,0.0005640609,0.003633585,0.0004928126,0.0002183024,0.0005604802,0.0003966098,0.0001574453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007548581,"about_ca_system_score_gemma":0.009382028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9688709,"about_ca_topic_score_gemma":0.9670895,"domain_scores_codex":[0.999083,0.00005121635,0.00004493395,0.0002008491,0.0003824804,0.0002375916],"domain_scores_gemma":[0.9985316,0.0001134151,0.0003593448,0.0000642818,0.0006588579,0.0002725313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003192437,0.00001043998,0.9980294,0.00001569985,0.00005962404,0.00003770798,0.0002094324,0.00002794309,0.0001173089,0.00002464453,0.0002684554,0.001167555],"study_design_scores_gemma":[0.000001154957,0.00000862541,0.9994681,0.000003371841,0.00001109826,0.00002845527,0.0001837374,0.00004189033,0.000009596122,0.000004491967,0.0002372262,0.000002335893],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947679,0.0003767698,0.0001169983,0.0001260228,0.000008283547,0.00002372026,0.003341334,0.000006018741,0.001232896],"genre_scores_gemma":[0.9979123,0.0001912586,0.0001027608,0.00004853455,0.000004849113,0.00001289735,0.001364448,0.000002603342,0.0003601861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03112912,"threshold_uncertainty_score":0.06262481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906158259549623,"score_gpt":0.232741704216632,"score_spread":0.2036801216211357,"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."}}