{"id":"W2310283983","doi":"10.1093/icvts/ivv204.135","title":"O-135IMPACT OF INDUCTION THERAPY ON POSTOPERATIVE OUTCOME AFTER EXTRAPLEURAL PNEUMONECTOMY FOR MALIGNANT PLEURAL MESOTHELIOMA: DOES INDUCTION ACCELERATED HEMITHORACIC RADIATION INCREASE THE SURGICAL RISK?","year":2015,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"","keywords":"Medicine; Extrapleural Pneumonectomy; Induction therapy; Induction chemotherapy; Mesothelioma; Pneumonectomy; Neoadjuvant therapy; Radiation therapy; Surgery; Oncology; Radiology; Internal medicine; Lung cancer; Chemotherapy; Cancer; 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":[],"consensus_categories":[],"category_scores_codex":[0.001674722,0.0003936465,0.0009378906,0.0003299038,0.0001804065,0.0000673207,0.00007883724,0.0001638235,0.00003211533],"category_scores_gemma":[0.0008863098,0.0002115467,0.001174032,0.0004007274,0.0001756334,0.0005607998,0.0000344794,0.0004367109,0.00000591593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135296,"about_ca_system_score_gemma":0.0001508809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004322539,"about_ca_topic_score_gemma":0.000005024749,"domain_scores_codex":[0.996806,0.001200719,0.0005682649,0.0005221621,0.0005717293,0.0003311357],"domain_scores_gemma":[0.9973549,0.001053279,0.0002766965,0.0004330023,0.0005937964,0.0002882821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.06359959,0.001016018,0.3998657,0.0002309269,0.006323053,0.0007630807,0.002498149,0.0002335624,0.005647133,0.00001637751,0.0005275355,0.5192788],"study_design_scores_gemma":[0.003448654,0.001241287,0.8850294,0.0003929931,0.002084152,0.002181111,0.002894994,0.0006164808,0.09259027,0.000301833,0.00831132,0.0009074467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905627,0.006659548,0.00006907235,0.0005111105,0.0007050053,0.001075761,0.0002627104,0.00006010166,0.00009403972],"genre_scores_gemma":[0.9980213,0.0006849962,0.00001963667,0.0001622091,0.0004898388,0.0002844865,0.0002063148,0.00004560312,0.00008563713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5183714,"threshold_uncertainty_score":0.8626623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06902513314827025,"score_gpt":0.3391448849286703,"score_spread":0.2701197517804,"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."}}