{"id":"W2085324758","doi":"10.3390/ijerph8103821","title":"Identification of Occupational Cancer Risks in British Columbia, Canada: A Population-Based Case—Control Study of 1,155 Cases of Colon Cancer","year":2011,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada; BC Cancer Agency","funders":"Health Canada","keywords":"Asbestos; Colorectal cancer; Cancer; Medicine; Cancer registry; Environmental health; Population; Lung cancer; Case-control study; Occupational cancer; Logistic regression; Demography; Occupational exposure; Internal medicine","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":[0.0005463054,0.0004015143,0.0004568151,0.001362161,0.002273556,0.0007697066,0.0009338039,0.0004930252,0.001663391],"category_scores_gemma":[0.001456038,0.0006873989,0.0003000646,0.002612302,0.0006621895,0.0002010069,0.00047397,0.0005369326,0.0002506471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007281867,"about_ca_system_score_gemma":0.006814134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9524064,"about_ca_topic_score_gemma":0.9669215,"domain_scores_codex":[0.9991791,0.00008531885,0.00005722937,0.0001792766,0.0003423747,0.0001568087],"domain_scores_gemma":[0.9991477,0.00008464448,0.0001760351,0.00008127133,0.0003388237,0.0001715464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009035215,0.00005601939,0.9964886,0.00002723424,0.00006322683,0.0002222462,0.0003190825,0.00003827013,0.000384042,0.00002675985,0.0004519861,0.001832179],"study_design_scores_gemma":[0.00001585466,0.0000285405,0.9989854,0.00001209142,0.00002669781,0.0001517479,0.0002179728,0.00007747806,0.00004881292,0.000007315317,0.0004246786,0.000003549869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973309,0.000514837,0.0001286081,0.00005926326,0.000006116497,0.0000453114,0.001148792,0.000006633136,0.0007595839],"genre_scores_gemma":[0.9968429,0.0004801241,0.0002794003,0.00005551054,0.000004909482,0.00003327047,0.001297734,0.000003305659,0.001002949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04759359,"threshold_uncertainty_score":0.09574771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1119900035269436,"score_gpt":0.4107591401338616,"score_spread":0.298769136606918,"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."}}