{"id":"W2740624314","doi":"10.1136/oemed-2016-104173","title":"The economic burden of lung cancer and mesothelioma due to occupational and para-occupational asbestos exposure","year":2017,"lang":"en","type":"article","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; University of British Columbia; Public Health Ontario; McMaster University; University of Toronto; Institute for Work & Health","funders":"Canadian Cancer Society Research Institute","keywords":"Asbestos; Mesothelioma; Occupational exposure; Lung cancer; Medicine; Environmental health; Asbestosis; Occupational lung disease; Pathology; Lung; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001833112,0.0002407284,0.0003230026,0.00008281429,0.0006724774,0.00003217547,0.0001168823,0.00007484913,0.0004337945],"category_scores_gemma":[0.00007299717,0.0001682913,0.00004519737,0.00002446722,0.000967549,0.0001877334,0.0001734264,0.00009776325,0.00000999732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001284912,"about_ca_system_score_gemma":0.00007663117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005492997,"about_ca_topic_score_gemma":0.0000508448,"domain_scores_codex":[0.9985255,0.00002476612,0.0003873603,0.0003930452,0.0004647005,0.0002046002],"domain_scores_gemma":[0.9989589,0.0001954279,0.0002206227,0.0002921902,0.00001383769,0.0003189983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001532173,0.00005782086,0.9775088,0.0000655295,0.0001374697,0.000009691005,0.0001991975,0.00006155032,0.002580165,0.000740891,0.001099151,0.0160075],"study_design_scores_gemma":[0.001740693,0.0003284675,0.9920575,0.0001443789,0.0001663804,0.00008696831,0.0001617974,0.001201231,0.0001684192,0.0002044206,0.003567316,0.0001724192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916082,0.002919915,0.00004076829,0.003983855,0.0001327011,0.0004464889,0.0005706003,0.000009698098,0.0002877571],"genre_scores_gemma":[0.9963806,0.001320006,0.0003329887,0.0004457899,0.0004711179,0.0001046607,0.0003001288,0.00001963699,0.0006251117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01583508,"threshold_uncertainty_score":0.6862719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593334629544384,"score_gpt":0.2954723025721405,"score_spread":0.2795389562766966,"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."}}