{"id":"W2616187926","doi":"10.1136/oem.2006.027631","title":"Asbestos, smoking, and lung cancer: interaction and attribution","year":2006,"lang":"en","type":"letter","venue":"Occupational and Environmental Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Montreal General Hospital","funders":"","keywords":"Mesothelioma; Lung cancer; Asbestos; Medicine; Disease; Cancer; Oncology; Internal 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":[0.00007359415,0.0003639543,0.0004107268,0.0001399683,0.0001779579,0.00001640548,0.00003321316,0.000319801,0.0007395162],"category_scores_gemma":[0.000009322292,0.0002973754,0.00004602607,0.00004492037,0.0005461081,0.000142519,0.00008301101,0.000553264,0.000005495122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002537033,"about_ca_system_score_gemma":0.0000210757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00042287,"about_ca_topic_score_gemma":0.000007362044,"domain_scores_codex":[0.9982969,0.00003413874,0.0003381586,0.0005356178,0.0005634034,0.00023178],"domain_scores_gemma":[0.999448,0.00008792248,0.0001660014,0.0001335616,0.000007444021,0.0001570741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001601962,0.0000686794,0.6901478,0.0003547409,0.0001403877,0.00007109334,0.0000314104,0.000003512956,0.0003263557,0.0000207033,0.302496,0.006179139],"study_design_scores_gemma":[0.00113465,0.0002326881,0.7914957,0.0004533163,0.0007143524,0.0001834414,0.00003222021,0.0002945512,0.00002085029,0.0000666495,0.205133,0.0002385329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981007,0.01937775,0.00006760849,0.1796438,0.0004066003,0.0006840884,0.001083914,0.00004999636,0.000585571],"genre_scores_gemma":[0.8110476,0.006423789,0.0001139857,0.1520288,0.003852974,0.0001429428,0.0223986,0.00006898516,0.003922259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.101348,"threshold_uncertainty_score":0.9999478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340725984185468,"score_gpt":0.2754321439946721,"score_spread":0.2620248841528174,"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."}}