{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005727423,0.0004459781,0.0002607522,0.001732441,0.0005019313,0.001210143,0.0004965035,0.0003873637,0.002207263],"category_scores_gemma":[0.002200165,0.0001710232,0.0008327636,0.001623641,0.0003756715,0.000417498,0.0008255026,0.0004414271,0.0002720254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01180703,"about_ca_system_score_gemma":0.008411606,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6322552,"about_ca_topic_score_gemma":0.691392,"domain_scores_codex":[0.9992521,0.0001329335,0.00004135136,0.00005191244,0.0003476322,0.0001740731],"domain_scores_gemma":[0.9989342,0.0001060255,0.0003529007,0.00002214186,0.0004295885,0.0001551543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001550264,0.00005882117,0.9342296,0.0004294239,0.0007898992,0.0006994426,0.0002424254,0.0240918,0.0005499226,0.002273489,0.005220766,0.03125931],"study_design_scores_gemma":[0.00002173171,0.00004510677,0.9733767,0.0003388497,0.0002820932,0.0008814963,0.0006655213,0.01346288,0.0003438726,0.0009373712,0.009618672,0.00002577779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9478018,0.01204128,0.002409091,0.004797987,0.00006709943,0.0001864149,0.01187109,0.00003133385,0.0207939],"genre_scores_gemma":[0.9893231,0.005274407,0.0008315864,0.000123645,0.00003359296,0.00002368459,0.002959338,0.0000053559,0.001425242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6322552,"threshold_uncertainty_score":0.7398211,"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."}}