{"id":"W4388086806","doi":"10.1016/j.jtho.2023.09.1368","title":"EP13.07-08 Canadian Consensus Recommendations: Use of Radiation Therapy among Patients with ES-SCLC receiving Immunotherapy","year":2023,"lang":"en","type":"article","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prophylactic cranial irradiation; Conventional PCI; Radiation therapy; Immunotherapy; Magnetic resonance imaging; Oncology; Radiology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009632094,0.0001330764,0.0005275253,0.0007283024,0.0001292146,0.00001958491,0.0001212453,0.0001107735,0.0002109038],"category_scores_gemma":[0.0006665881,0.00009658853,0.0001001962,0.0006198046,0.0001777469,0.0001776281,0.00002012987,0.0004016984,0.0000137731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009964608,"about_ca_system_score_gemma":0.001428882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004695266,"about_ca_topic_score_gemma":0.008260102,"domain_scores_codex":[0.9982603,0.0003011223,0.0005829323,0.0001361195,0.0003869658,0.0003325481],"domain_scores_gemma":[0.9973626,0.0007972846,0.0006391335,0.0002050927,0.0007815729,0.0002142945],"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":[0.002174759,0.0001486491,0.4813075,0.0000334313,0.0006421336,0.00008498762,0.001211663,0.000069268,0.000184328,0.000004615579,0.02696753,0.4871711],"study_design_scores_gemma":[0.002650491,0.003003663,0.9074612,0.0003129577,0.00007049339,0.00004738619,0.0003370877,0.00006021172,0.0002996508,0.00004461522,0.08561379,0.00009843468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98787,0.0006128464,0.0000291156,0.01019274,0.0005664611,0.0004474172,0.00002893074,0.00001665107,0.0002358266],"genre_scores_gemma":[0.9922233,0.005045163,0.00171987,0.0004653757,0.000169142,0.0000150034,0.00002429094,0.00003246651,0.0003054398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4870727,"threshold_uncertainty_score":0.7097869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05251884460915777,"score_gpt":0.4249657968331807,"score_spread":0.3724469522240229,"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."}}