{"id":"W2767204445","doi":"10.1093/neuonc/nox168.154","title":"CMET-05. HEALTH-ECONOMIC ANALYSES OF RADIOTHERAPY FOR PATIENTS WITH BRAIN METASTASES: CAN ECONOMICS GUIDE THE ESTABLISHMENT OF PATIENT CARE PATHWAYS?","year":2017,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Radiosurgery; Radiation therapy; MEDLINE; Salvage therapy; Brachytherapy; Surgery; Chemotherapy","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":[0.01943903,0.001179452,0.00257478,0.003761037,0.0005883443,0.00677625,0.002333505,0.005313513,0.2478986],"category_scores_gemma":[0.1064487,0.0006837411,0.002812147,0.006242031,0.0008602455,0.003735014,0.003040233,0.003240071,0.02740271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005777348,"about_ca_system_score_gemma":0.009611635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004804538,"about_ca_topic_score_gemma":0.004667475,"domain_scores_codex":[0.9888102,0.006685859,0.001678565,0.0003414003,0.002038288,0.0004456659],"domain_scores_gemma":[0.9160097,0.05656886,0.008369628,0.001425631,0.01424526,0.003380916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0009279761,0.0001361198,0.000783292,0.01880904,0.0002607648,0.00009376928,0.00007695507,0.0006408643,0.00006914919,0.006932125,0.8788781,0.09239181],"study_design_scores_gemma":[0.004812517,0.000534472,0.01022835,0.05094654,0.000523218,0.0002931588,0.0002065833,0.003462624,0.0004383811,0.01820162,0.9102569,0.00009559407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004095693,0.08542458,0.006565318,0.184082,0.02763566,0.01047557,0.3131189,0.002354969,0.3662473],"genre_scores_gemma":[0.1096165,0.2045707,0.04843775,0.1105606,0.03947714,0.04780591,0.2228603,0.004391371,0.2122796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2478986,"threshold_uncertainty_score":0.8293035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852226853249742,"score_gpt":0.3842703665970403,"score_spread":0.3557480980645429,"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."}}