{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964992,0.0001175308,0.0001859617,0.0002558849,0.0001592534,0.0003468116,0.0001818887,0.0001801819,0.001021784],"category_scores_gemma":[0.001556814,0.00005430765,0.0003136715,0.0003079615,0.0002034875,0.0002394105,0.0002448673,0.000272214,0.0001610768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000255479,"about_ca_system_score_gemma":0.0002355482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003913868,"about_ca_topic_score_gemma":0.0006930643,"domain_scores_codex":[0.9997655,0.00006422695,0.00003367947,0.00003325618,0.00004764978,0.00005566177],"domain_scores_gemma":[0.9986941,0.0002626124,0.0007010173,0.00004988136,0.00008331534,0.0002090441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008687734,0.00007114667,0.9921138,0.00001999759,0.00003876061,0.0001885811,0.00003406292,0.000073285,0.0007071189,0.00001287475,0.00005848856,0.005813058],"study_design_scores_gemma":[0.000009885065,0.0005053451,0.9986507,0.000006353426,0.00003314408,0.0003882179,0.00004771345,0.00009182399,0.0001674524,0.00001282561,0.00008450909,0.000001977663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994034,0.0002353713,0.00003944475,0.00001925881,0.000003591052,0.000002552793,0.00005234039,0.000001142664,0.0002431009],"genre_scores_gemma":[0.9997137,0.00007402479,0.00002228,0.000008526634,0.00001072364,0.000002371896,0.000125559,6.092069e-7,0.00004208973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001021784,"threshold_uncertainty_score":0.003418148,"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."}}