{"id":"W7100310757","doi":"","title":"The quantitative risks of mesothelioma and lung cancer in relation to asbestos exposure." Annuals of Occupational Hygiene 44(8","year":2000,"lang":"en","type":"article","venue":"","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Asbestos; Chrysotile; Lung cancer; Mesothelioma; Cohort; Cohort study; Occupational hygiene; Risk factor","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":[0.002710239,0.0002288569,0.0001730031,0.005156831,0.0001450938,0.0006453567,0.000297921,0.0002950857,0.003009256],"category_scores_gemma":[0.004724246,0.0001918119,0.0004008221,0.001905854,0.0004549536,0.0002849102,0.0003229337,0.0002847945,0.0004694258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005139408,"about_ca_system_score_gemma":0.0003467385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004081372,"about_ca_topic_score_gemma":0.01037184,"domain_scores_codex":[0.998764,0.0004605869,0.00007906284,0.00007813204,0.0005670261,0.00005118261],"domain_scores_gemma":[0.996016,0.001961397,0.001233507,0.0001177133,0.0005178714,0.0001534249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007378981,0.0001000829,0.7201201,0.003715501,0.00227935,0.0007921286,0.0004165142,0.001332615,0.006096092,0.002772315,0.01379426,0.2478433],"study_design_scores_gemma":[0.000006577974,0.0001801576,0.9764122,0.0001626256,0.00018393,0.001566769,0.00009420002,0.0002383259,0.0004224869,0.0007445165,0.01997585,0.00001240043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2941559,0.6550848,0.0044921,0.003917224,0.0003315013,0.0001299566,0.01232131,0.00009153668,0.02947572],"genre_scores_gemma":[0.8762128,0.105856,0.002319945,0.0005277897,0.0008511976,0.00006899702,0.003042862,0.00002007043,0.01110037],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005156831,"threshold_uncertainty_score":0.01433331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473436762873212,"score_gpt":0.3794985053150322,"score_spread":0.332154829027711,"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."}}