{"id":"W3147484097","doi":"10.1016/j.cllc.2021.03.011","title":"Three Decades of Malignant Pleural Mesothelioma: An Academic Center Experience","year":2021,"lang":"en","type":"article","venue":"Clinical Lung Cancer","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montfort Hospital; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Pemetrexed; Interquartile range; Mesothelioma; Hazard ratio; Cohort; Internal medicine; Retrospective cohort study; Lung cancer; Pleural disease; Surgery; Confidence interval; Chemotherapy; Lung; Respiratory disease; Cisplatin; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009539799,0.0001050743,0.0002702666,0.00002109274,0.00003281665,0.000004440223,0.00009949352,0.0001099676,0.001391217],"category_scores_gemma":[0.0001023409,0.0000812428,0.0001561759,0.00009911411,0.0002242006,0.00009516137,0.00007267125,0.0001843365,0.0000157164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005055581,"about_ca_system_score_gemma":0.0001222986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002384842,"about_ca_topic_score_gemma":0.00003262295,"domain_scores_codex":[0.9987444,0.00003654584,0.0004601553,0.0003165573,0.0002687886,0.0001736009],"domain_scores_gemma":[0.9992868,0.00009465427,0.0000924296,0.0002495874,0.0000444494,0.000232032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003375831,0.0003315397,0.9906566,0.00006054141,0.00005371078,0.00003543683,0.00006408123,0.000006218924,0.003311934,0.0001130778,0.001246886,0.003782436],"study_design_scores_gemma":[0.000987599,0.0001242503,0.9917544,0.0002146764,0.000112069,0.0000142399,0.00007586485,0.000386812,0.00397995,0.0001179577,0.002133606,0.00009861571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945307,0.003770589,0.00005898066,0.0007822566,0.0002913621,0.0001355341,0.00009733287,0.00002173539,0.0003115328],"genre_scores_gemma":[0.9960405,0.001051739,0.0003815296,0.001604012,0.0003989751,0.00003621666,0.00005417087,0.00001554432,0.0004172986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00368382,"threshold_uncertainty_score":0.9995217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07487553085075112,"score_gpt":0.4527447998720188,"score_spread":0.3778692690212677,"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."}}