{"id":"W2039333330","doi":"10.1053/j.semtcvs.2014.08.003","title":"Novel Induction Therapies for Pleural Mesothelioma","year":2014,"lang":"en","type":"review","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Mesothelioma; Radiation therapy; Extrapleural Pneumonectomy; Induction chemotherapy; Disease; Asbestos; Surgery; Oncology; Internal medicine; Lung cancer; Pneumonectomy; 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":[0.0009866917,0.0003540381,0.00210241,0.0003046138,0.00006850476,0.00002012787,0.00005649345,0.0002783537,0.00001766437],"category_scores_gemma":[0.0001058688,0.0002746182,0.002249655,0.0002097485,0.0001152866,0.00006544418,0.00004094495,0.0001821015,0.000009747739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007920228,"about_ca_system_score_gemma":0.00009617565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001108338,"about_ca_topic_score_gemma":5.548952e-7,"domain_scores_codex":[0.9983552,0.0001266023,0.000443595,0.0004812615,0.000341536,0.0002518105],"domain_scores_gemma":[0.9990039,0.0003580121,0.0001126264,0.0003966493,0.00002090895,0.0001078763],"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":[0.00006021003,0.00006842829,0.0007165623,0.01289456,0.001145884,0.00001848219,0.00001933997,0.000001900716,0.000001120346,0.000009045848,0.000368294,0.9846961],"study_design_scores_gemma":[0.0001712463,0.00003871747,0.001446798,0.01182989,0.003039382,0.0004750607,0.00006159573,0.000005863242,0.000003336286,0.00003761398,0.9825628,0.0003276535],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008232499,0.9974847,0.0004204871,0.00001593183,0.0002949341,0.0007458375,0.00008160095,0.00003068521,0.0001026007],"genre_scores_gemma":[0.0006104811,0.9973249,0.0003731074,0.00004382219,0.0004482181,0.0003398462,0.0005281353,0.00006737438,0.0002641496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9843685,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05267412731592841,"score_gpt":0.3330687606968869,"score_spread":0.2803946333809585,"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."}}