{"id":"W2619345745","doi":"10.21037/atm.2017.04.13","title":"The rationale for neoadjuvant radiation therapy in malignant pleural mesothelioma: how smart is SMART?","year":2017,"lang":"en","type":"article","venue":"Annals of Translational Medicine","topic":"Occupational and environmental lung diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Extrapleural Pneumonectomy; Pleurectomy; Medicine; Decortication; Mesothelioma; Asbestos; Pneumonectomy; Pleural disease; Radiation therapy; Surgery; Oncology; Lung cancer; Lung; Pathology; Internal medicine; Respiratory disease; Peritoneal mesothelioma","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":[0.01054468,0.0003940402,0.001396684,0.0008163491,0.001121759,0.002847366,0.001741635,0.005113489,0.003340979],"category_scores_gemma":[0.02445745,0.000376397,0.0008728722,0.0004756743,0.00428707,0.003023965,0.001385372,0.01254964,0.001803176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362277,"about_ca_system_score_gemma":0.003084148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004870756,"about_ca_topic_score_gemma":0.00181014,"domain_scores_codex":[0.9959224,0.00233152,0.0005940728,0.0003704219,0.0006039632,0.0001776251],"domain_scores_gemma":[0.9836659,0.01174468,0.001117197,0.0006019431,0.00172826,0.00114212],"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":[0.002341925,0.0005885641,0.01989934,0.005255675,0.0007437693,0.00485166,0.001562253,0.003631328,0.006187722,0.1075762,0.1827925,0.6645691],"study_design_scores_gemma":[0.0008745933,0.001399097,0.01038838,0.01704273,0.0008623911,0.01055318,0.002584024,0.002851952,0.00254402,0.1925479,0.7579941,0.0003576147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01237009,0.1900175,0.008795769,0.7498115,0.01380703,0.0001530596,0.0001888493,0.00009464467,0.0247616],"genre_scores_gemma":[0.3494624,0.1994873,0.02263682,0.3449053,0.07165956,0.000667892,0.0004526607,0.0001869986,0.01054105],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01054468,"threshold_uncertainty_score":0.05576622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09453052903743185,"score_gpt":0.3540472908590486,"score_spread":0.2595167618216168,"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."}}