{"id":"W2999225486","doi":"10.1093/aje/161.supplement_1.s86","title":"341: The Burden of Occupational Cancer in Ontario: Focus on Mesothelioma","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario","funders":"","keywords":"Mesothelioma; Medicine; Asbestos; Cancer; Environmental health; Oncology; Gerontology; Internal medicine; Pathology","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":[0.0004210022,0.0006847689,0.0004732312,0.002036946,0.002325211,0.00141613,0.0009226138,0.001358286,0.01045663],"category_scores_gemma":[0.001437356,0.0003581902,0.000657821,0.003121358,0.0003716155,0.000605778,0.0008596343,0.0007415398,0.001002965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01909905,"about_ca_system_score_gemma":0.03666144,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9551722,"about_ca_topic_score_gemma":0.9896532,"domain_scores_codex":[0.9993697,0.00003086822,0.00003284028,0.00003604196,0.0004139876,0.0001165593],"domain_scores_gemma":[0.9986029,0.00004823413,0.0002232669,0.00001745679,0.0006493562,0.0004587391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001515801,0.00005494195,0.186701,0.001380437,0.000197151,0.0006674401,0.001057248,0.0003908369,0.001222311,0.0005544259,0.759801,0.04782156],"study_design_scores_gemma":[0.00004630771,0.00002628405,0.8741755,0.0004367779,0.0001378377,0.0002479341,0.0006993055,0.0002251699,0.0001507602,0.0001178341,0.1237131,0.00002316016],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2669145,0.1486616,0.000800663,0.3241254,0.009800815,0.0007447656,0.1191781,0.0005054955,0.1292687],"genre_scores_gemma":[0.7041739,0.09916718,0.001998395,0.02333942,0.007164365,0.0003497423,0.04095168,0.0001816988,0.1226736],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04482776,"threshold_uncertainty_score":0.1385739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726878118370557,"score_gpt":0.351177898069964,"score_spread":0.3139091168862584,"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."}}