{"id":"W2989038942","doi":"10.1093/neuonc/noz175.070","title":"ACTR-27. EVOLUTION OF THE NEUROSURGEON’S ROLE IN CLINICAL TRIALS FOR GBM: A SYSTEMATIC OVERVIEW OF THE CLINICALTRIALS.GOV DATABASE","year":2019,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Clinical trial; Tolerability; Neurosurgery; Demographics; Psychological intervention; Randomized controlled trial; Internal medicine; Oncology; Surgery; Adverse effect; Demography","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1304225,0.001091028,0.007980117,0.01581694,0.0007924085,0.007392877,0.002933208,0.002667453,0.009512268],"category_scores_gemma":[0.2675342,0.001126088,0.006666774,0.02776782,0.001851634,0.005631042,0.004242078,0.003318483,0.001569416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005274805,"about_ca_system_score_gemma":0.01233531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002145289,"about_ca_topic_score_gemma":0.0068349,"domain_scores_codex":[0.7930019,0.1187587,0.06215479,0.007439154,0.01744453,0.001200994],"domain_scores_gemma":[0.6190274,0.2561539,0.07996356,0.01122428,0.03001221,0.003618655],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005826796,0.00007246352,0.005293638,0.6887653,0.02120045,0.0000888287,0.0003895515,0.0005380519,0.0004673791,0.006613792,0.03260932,0.2381344],"study_design_scores_gemma":[0.006683855,0.0007738784,0.01928774,0.7699413,0.03601684,0.0004394515,0.0004839735,0.0008450357,0.0004529781,0.006513386,0.1583968,0.0001646159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.004391291,0.9443414,0.003346807,0.007723459,0.000846485,0.006837543,0.02578174,0.0001905801,0.006540746],"genre_scores_gemma":[0.1292696,0.7325275,0.03419559,0.01726183,0.001482214,0.05200428,0.03089839,0.0006332067,0.001727406],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8695775,"threshold_uncertainty_score":0.6897483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1992129775786799,"score_gpt":0.4562506505405482,"score_spread":0.2570376729618683,"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."}}