{"id":"W4400485995","doi":"10.1016/j.lungcan.2024.107861","title":"Asbestos-Related lung Cancer: An underappreciated oncological issue","year":2024,"lang":"en","type":"review","venue":"Lung Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Sydney; Sydney Local Health District","keywords":"Asbestos; Lung cancer; Mesothelioma; Medicine; Asbestosis; Incidence (geometry); Environmental health; Cancer; Oncology; Pathology; Internal medicine; Lung","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":[0.003274542,0.0005427925,0.001749134,0.003411584,0.0007874254,0.003855911,0.001125648,0.003530101,0.005493994],"category_scores_gemma":[0.007411,0.0003440418,0.000920176,0.005124436,0.002833751,0.005718791,0.001386899,0.00418924,0.001776634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442709,"about_ca_system_score_gemma":0.004715358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004460879,"about_ca_topic_score_gemma":0.006019494,"domain_scores_codex":[0.9984096,0.000249997,0.0002694174,0.0003227402,0.0006122357,0.0001360777],"domain_scores_gemma":[0.9864625,0.006788008,0.001541154,0.0005403901,0.003958527,0.0007093383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001812329,0.0000687432,0.007980183,0.01907551,0.000215036,0.0009340649,0.0005174449,0.0002040484,0.001821687,0.0133131,0.1376557,0.8180332],"study_design_scores_gemma":[0.00001986155,0.0001281597,0.0175104,0.01220995,0.0003085347,0.005963017,0.001455461,0.000178776,0.0005422074,0.01011063,0.9515145,0.00005850688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008557876,0.9674442,0.0001579921,0.02651668,0.003723588,0.00000354965,0.0001003206,0.00001366267,0.001184188],"genre_scores_gemma":[0.007636811,0.9768022,0.0002129781,0.005077264,0.009596888,0.000003071875,0.0001239586,0.0000102861,0.0005365754],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005493994,"threshold_uncertainty_score":0.01837927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03920343235166781,"score_gpt":0.4304556489765377,"score_spread":0.3912522166248699,"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."}}