{"id":"W2109023822","doi":"10.1093/annhyg/meq076","title":"Epidemiology of Malignant Mesothelioma—An Outline","year":2010,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tremolite; Chrysotile; Asbestos; Actinolite; Mesothelioma; Amphibole; Enterobius; Epidemiology; Medicine; Environmental health; Pathology; Geology; Materials science; Metallurgy; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001671056,0.001443944,0.00129439,0.006374757,0.0006237238,0.002939891,0.001913053,0.002336389,0.001957168],"category_scores_gemma":[0.001322866,0.0009198862,0.0009212836,0.003975384,0.002394631,0.006081453,0.00247567,0.002889985,0.001517861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002775794,"about_ca_system_score_gemma":0.002684473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006189091,"about_ca_topic_score_gemma":0.004401582,"domain_scores_codex":[0.9991888,0.0001788839,0.0001993635,0.0002014924,0.0001523271,0.00007899591],"domain_scores_gemma":[0.9989279,0.0003209949,0.0002405597,0.0000568012,0.0002714184,0.0001823432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004827336,0.0005640903,0.04362255,0.01537459,0.0002814542,0.001800538,0.0009570613,0.006828172,0.004319886,0.06091,0.04258495,0.822274],"study_design_scores_gemma":[0.00005949808,0.001488389,0.1063323,0.006855199,0.0001806313,0.01030913,0.001098752,0.003074832,0.0009598795,0.0425558,0.8268594,0.0002262558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004825002,0.95568,0.01360747,0.01126899,0.002295849,0.000361048,0.0007220908,0.0002105631,0.01102909],"genre_scores_gemma":[0.02022874,0.9573393,0.01041521,0.001604896,0.005985558,0.0002633784,0.0009511422,0.00003014921,0.003181642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006374757,"threshold_uncertainty_score":0.02013987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1352393995165525,"score_gpt":0.4107383458597566,"score_spread":0.2754989463432042,"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."}}