{"id":"W2767868848","doi":"10.1093/neuonc/nox168.978","title":"SURG-22. QUALITY BASED ASSESSMENT OF THE COST-EFFECTIVENESS OF 5-ALA IN HIGH GRADE GLIOMA SURGERY: A SYSTEMATIC REVIEW","year":2017,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Glioma; MEDLINE; Cost effectiveness; Systematic review; Quality-adjusted life year; Quality of life (healthcare); Surgery; Evidence-based medicine; Cost–benefit analysis; Pathology; Alternative medicine","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":[0.01612637,0.001943392,0.01413207,0.01456338,0.000714158,0.004196509,0.002081159,0.002011286,0.01149047],"category_scores_gemma":[0.07474293,0.00114807,0.02201523,0.01447567,0.001068404,0.002447126,0.002110683,0.001803675,0.0005645017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007717322,"about_ca_system_score_gemma":0.01229962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240961,"about_ca_topic_score_gemma":0.02101281,"domain_scores_codex":[0.9761456,0.008800508,0.009484397,0.001277487,0.003827583,0.0004643525],"domain_scores_gemma":[0.9424784,0.03649799,0.01476866,0.0009383361,0.00476071,0.0005558651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004813264,0.00001688608,0.001082717,0.9431984,0.02840265,0.00003152982,0.00005719587,0.0001529135,0.00005666218,0.0002068805,0.001069173,0.02524358],"study_design_scores_gemma":[0.001515805,0.0002859862,0.008024285,0.7915087,0.1852657,0.0002537491,0.0001581325,0.0002451524,0.0001519875,0.0006648686,0.01186966,0.00005598421],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001837399,0.9920161,0.000418103,0.0005880623,0.0002055571,0.001075167,0.00306118,0.00002831673,0.0007701732],"genre_scores_gemma":[0.04922668,0.9426853,0.002014662,0.001060929,0.0001766604,0.002877316,0.001664664,0.0000304186,0.0002633843],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01612637,"threshold_uncertainty_score":0.08528548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6133098890715591,"score_gpt":0.5592492630020298,"score_spread":0.05406062606952933,"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."}}