{"id":"W2031445102","doi":"10.1539/sangyoeisei.49.77","title":"Risk of Developing Mesothelioma due to Neighborhood Exposure to Asbestos","year":2007,"lang":"en","type":"review","venue":"SANGYO EISEIGAKU ZASSHI","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Mesothelioma; Environmental health; Medicine; Pathology; Materials science","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":[0.0007840392,0.0002288665,0.0003648496,0.0006172754,0.0002394443,0.0003871012,0.0002132144,0.0003175696,0.001112785],"category_scores_gemma":[0.002426802,0.0002670927,0.0009464109,0.0004184351,0.0001410362,0.0001930491,0.0003740254,0.0003675528,0.0002143246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001341686,"about_ca_system_score_gemma":0.0001557443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001877398,"about_ca_topic_score_gemma":0.002354415,"domain_scores_codex":[0.9994556,0.0001933375,0.00005180312,0.0001347107,0.0001027416,0.00006177589],"domain_scores_gemma":[0.9985734,0.0004208234,0.0005149029,0.0001718214,0.0001797132,0.0001392681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003316918,0.00003605057,0.9847398,0.0001043822,0.0005684718,0.0007589794,0.00005834278,0.0002226399,0.0008531224,0.00007174259,0.0001597282,0.01209498],"study_design_scores_gemma":[0.000009083756,0.0002974576,0.9959193,0.00002779862,0.0003976734,0.001961283,0.00004064415,0.0002407268,0.000305708,0.00008251398,0.0007125476,0.000005319296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9848456,0.01068805,0.0008407293,0.0000742402,0.00002852876,0.00002497388,0.0003639018,0.00003289693,0.003100901],"genre_scores_gemma":[0.9973611,0.001645188,0.0002804829,0.00001865738,0.00002090321,0.000008918659,0.0001844506,0.000004139528,0.0004761965],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.001877398,"threshold_uncertainty_score":0.004146457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04091460961694052,"score_gpt":0.342585370020918,"score_spread":0.3016707604039774,"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."}}