{"id":"W2317990847","doi":"10.1093/annhyg/mew015","title":"Thinking about Occupation–Response and Exposure–Response Relationships: Vehicle Mechanics, Chrysotile, and Mesothelioma","year":2016,"lang":"en","type":"letter","venue":"The Annals of Occupational Hygiene","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Chrysotile; Mesothelioma; Asbestos; Medicine; Engineering; Environmental health; Pathology; Materials science; Composite material","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":[0.005050566,0.0006062742,0.001464385,0.0006541686,0.003037014,0.002433878,0.001615159,0.02741051,0.004381615],"category_scores_gemma":[0.03885403,0.0007220085,0.001133363,0.0005978181,0.003313397,0.005078996,0.00172177,0.03133832,0.001735429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002618989,"about_ca_system_score_gemma":0.002587237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004751618,"about_ca_topic_score_gemma":0.005946098,"domain_scores_codex":[0.9966766,0.001834607,0.0005148141,0.0003644448,0.0003781895,0.0002314195],"domain_scores_gemma":[0.9804688,0.01526357,0.001275119,0.0003825121,0.0012814,0.001328722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004206567,0.0003228979,0.02906319,0.0003574215,0.0001913972,0.01834398,0.002168964,0.0003257362,0.0005508302,0.009179541,0.8930253,0.04605015],"study_design_scores_gemma":[0.001724206,0.0006684954,0.03158736,0.003111959,0.0005483092,0.07094228,0.01292459,0.005377707,0.000796194,0.1579821,0.7138975,0.0004393515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001484541,0.001522865,0.00007504757,0.9917351,0.004602723,0.000003297565,0.00001981658,0.00000461923,0.0005520557],"genre_scores_gemma":[0.03433738,0.003365484,0.000382761,0.8450792,0.1144241,0.00003424247,0.00003667726,0.00001097577,0.002329127],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02741051,"threshold_uncertainty_score":0.02671027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07069634797187788,"score_gpt":0.325845881456106,"score_spread":0.2551495334842282,"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."}}