{"id":"W2339411427","doi":"10.3747/co.23.2812","title":"But other than Mesothelioma? An Estimate of the Proportion of Work-Related Cancers in Quebec","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; CIS Scientific; Université de Montréal; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail","keywords":"Medicine; Mesothelioma; Lung cancer; Cancer; Breast cancer; Incidence (geometry); Occupational cancer; Cancer registry; Bladder cancer; Prostate cancer; Demography; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003933848,0.0002524386,0.0001465511,0.001678342,0.0006554873,0.0006594901,0.000531163,0.0002843769,0.0035349],"category_scores_gemma":[0.001052753,0.0001008707,0.000453013,0.001886412,0.0001654154,0.000242438,0.0002330747,0.0002873238,0.0003492351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008666042,"about_ca_system_score_gemma":0.004108489,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718279,"about_ca_topic_score_gemma":0.9788579,"domain_scores_codex":[0.9997349,0.00003013729,0.00001715961,0.00004879563,0.0001104844,0.00005850792],"domain_scores_gemma":[0.9991465,0.00006722545,0.0001706791,0.00003364767,0.0004860391,0.00009587487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003724545,0.00001470537,0.9704525,0.00009842937,0.0001295981,0.0000774236,0.0001091851,0.00069077,0.0006283678,0.0001916205,0.005064333,0.02250578],"study_design_scores_gemma":[0.00000529767,0.00001234527,0.9896904,0.00006278627,0.00004654133,0.0001222167,0.0002015034,0.001511557,0.0002228339,0.00003295246,0.008085231,0.000006364799],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9065669,0.0128482,0.004790113,0.002082643,0.0000880908,0.0002172338,0.0507873,0.00018569,0.02243382],"genre_scores_gemma":[0.9877605,0.002289483,0.0009234211,0.0002011337,0.00001945128,0.00003187187,0.005369105,0.00001363718,0.00339127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817208,"threshold_uncertainty_score":0.06287682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04505714715829257,"score_gpt":0.3710919136952435,"score_spread":0.3260347665369509,"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."}}