{"id":"W1552444819","doi":"10.5668/jehs.2009.35.2.071","title":"Health Effects of Environmental Asbestos Exposure","year":2009,"lang":"en","type":"article","venue":"Korean Journal of Environmental Health Sciences","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Environmental health; Mesothelioma; Medicine; Incidence (geometry); Public health; Environmental protection; Geography; Pathology","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":[0.0002753072,0.0003155199,0.0001698219,0.0005425949,0.0003055688,0.0004382164,0.0001334399,0.0004624788,0.003364917],"category_scores_gemma":[0.0004267134,0.0001019205,0.0003394804,0.0003975377,0.0002957963,0.0002118813,0.0003663776,0.0002111919,0.0002901216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001919813,"about_ca_system_score_gemma":0.0001725862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002028708,"about_ca_topic_score_gemma":0.001979678,"domain_scores_codex":[0.9997445,0.00009368845,0.00001891867,0.00006050412,0.00004282895,0.00003957756],"domain_scores_gemma":[0.9996998,0.00006539193,0.0001173563,0.00001924273,0.00005372923,0.00004443406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007726621,0.0005813756,0.8595868,0.0008746379,0.0005674544,0.002394421,0.0003773416,0.0009034972,0.02165027,0.00111481,0.002126823,0.1090499],"study_design_scores_gemma":[0.00001697662,0.0009367623,0.9796316,0.0001364587,0.0002142374,0.001703912,0.0004056742,0.0001745205,0.003481095,0.001232034,0.01205151,0.00001519351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330055,0.04684411,0.0008256526,0.001397912,0.000227753,0.00004983151,0.001325752,0.00007762331,0.01624586],"genre_scores_gemma":[0.9848529,0.01192152,0.000321438,0.0003082137,0.00009098492,0.000009497207,0.000339769,0.000003760912,0.002151864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003364917,"threshold_uncertainty_score":0.01125675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009083370824890778,"score_gpt":0.277625101361067,"score_spread":0.2685417305361762,"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."}}