{"id":"W1966286989","doi":"10.1080/10937404.2011.556045","title":"Applying Definitions of “Asbestos” to Environmental and “Low-Dose” Exposure Levels and Health Effects, Particularly Malignant Mesothelioma","year":2011,"lang":"en","type":"review","venue":"Journal of Toxicology and Environmental Health Part B","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Asbestos; Mesothelioma; Human health; Environmental health; Exposure assessment; Occupational exposure; Asbestos fibers; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005448087,0.0004100881,0.001824389,0.0002317246,0.0002345563,0.000009008365,0.00007599847,0.0002375106,0.0001212146],"category_scores_gemma":[0.00001327471,0.0003242662,0.0002251815,0.00005366171,0.0003884529,0.0001050101,0.0001522822,0.0003940563,0.00001609226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00029098,"about_ca_system_score_gemma":0.0001921906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001132016,"about_ca_topic_score_gemma":0.000003457193,"domain_scores_codex":[0.9973963,0.000293567,0.001264395,0.000378619,0.0002491075,0.0004179665],"domain_scores_gemma":[0.9977423,0.0001646091,0.0009606208,0.0001898549,0.000002754194,0.0009398381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004167554,0.002749857,0.03545307,0.02715647,0.0008633544,0.0001917856,0.0008117792,0.000002133388,0.0003639487,0.0001933615,0.001024354,0.9307731],"study_design_scores_gemma":[0.003624015,0.01602753,0.5069092,0.01718433,0.002017543,0.006683669,0.0005358462,0.000003685655,0.0000637042,0.0002281454,0.4459744,0.000747986],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08009316,0.9174948,0.00001332525,0.0003418842,0.0001402004,0.001483486,0.0004082413,0.000005375445,0.00001953688],"genre_scores_gemma":[0.08076525,0.9169056,0.0005162675,0.001391412,0.0001115668,0.0001378076,0.00007993744,0.00004112125,0.00005105224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9300252,"threshold_uncertainty_score":0.999921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08991996270840681,"score_gpt":0.3403808737242283,"score_spread":0.2504609110158215,"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."}}