{"id":"W3210734153","doi":"10.1136/thoraxjnl-2021-217880","title":"Mesothelioma among vehicle mechanics: a controversy?","year":2021,"lang":"en","type":"letter","venue":"Thorax","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pacific Railway (Canada)","funders":"","keywords":"Asbestosis; Medicine; Asbestos; Mesothelioma; Lung cancer; Documentation; Medical diagnosis; Occupational disease; Pathology; Lung; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.04522375,0.00061769,0.003542209,0.003481169,0.00212829,0.004575426,0.00405522,0.01337745,0.004996732],"category_scores_gemma":[0.1125956,0.0005522426,0.001994964,0.004610811,0.0075082,0.00866216,0.002644562,0.01052667,0.001738005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950523,"about_ca_system_score_gemma":0.002889113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002059506,"about_ca_topic_score_gemma":0.00196229,"domain_scores_codex":[0.980418,0.007045251,0.004228302,0.004228197,0.003390158,0.000690067],"domain_scores_gemma":[0.841861,0.1317105,0.007859244,0.004540663,0.01198846,0.002040105],"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":[0.002328652,0.0002338836,0.0405653,0.02736095,0.005708355,0.003610441,0.003631527,0.0002410627,0.0004741434,0.04687121,0.3965004,0.472474],"study_design_scores_gemma":[0.0008062884,0.0005840082,0.04443878,0.04737493,0.00700445,0.00973522,0.006936403,0.0005101501,0.0009247122,0.0988762,0.782547,0.0002618192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004931847,0.4239818,0.0006617751,0.5332167,0.03321322,0.00003118157,0.0002631603,0.00001823926,0.003682127],"genre_scores_gemma":[0.1003379,0.2706537,0.0006460238,0.3002449,0.3262733,0.00007911222,0.0002939916,0.00006234963,0.001408707],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04522375,"threshold_uncertainty_score":0.2391689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412256391944864,"score_gpt":0.2452692713057602,"score_spread":0.2311467073863115,"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."}}