{"id":"W4229799192","doi":"10.1093/annweh/wxz082","title":"Malignant Mesothelioma Among Employees of a Connecticut Factory That Manufactured Friction Materials Using Chrysotile Asbestos: An Update","year":2019,"lang":"en","type":"article","venue":"Annals of Work Exposures and Health","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Chrysotile; Asbestos; Mesothelioma; Medicine; Factory (object-oriented programming); Environmental health; Toxicology; Pathology; Biology; Materials science; Metallurgy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002126372,0.000130065,0.00039821,0.00009182515,0.00005942743,0.00001035226,0.00004226029,0.00006139338,0.000360829],"category_scores_gemma":[0.00000517942,0.000100836,0.0000604527,0.00005941582,0.00005689025,0.0001329518,0.00002509542,0.00004360938,0.000004071823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001540288,"about_ca_system_score_gemma":0.00004759224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005654203,"about_ca_topic_score_gemma":0.0000259263,"domain_scores_codex":[0.9989802,0.00006073968,0.000336721,0.0001998794,0.0002302838,0.0001922182],"domain_scores_gemma":[0.9993278,0.0000223215,0.0002735118,0.0001831928,0.00002971763,0.000163413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005767462,0.0002936159,0.9882031,0.0004592464,0.00008201913,0.000002973567,0.000349942,0.00005151055,0.008667083,0.0001000811,0.00037021,0.0008434685],"study_design_scores_gemma":[0.0003906184,0.001011915,0.947172,0.0003649241,0.00003215321,0.00000529088,0.0002813512,0.000007546123,0.05035353,0.0001176771,0.0001760229,0.00008697601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976895,0.001276201,0.00001045483,0.000403712,0.000103163,0.0003501151,0.0001183804,0.00001596521,0.00003244438],"genre_scores_gemma":[0.9982504,0.0008212936,0.0001812902,0.0005379857,0.00005635873,0.000003875426,0.00009305366,0.00001724902,0.00003844531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168645,"threshold_uncertainty_score":0.4111975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08608311480305328,"score_gpt":0.3439443142640379,"score_spread":0.2578611994609846,"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."}}