{"id":"W2767715561","doi":"10.1093/neuonc/nox168.627","title":"NIMG-53. POST-SURGICAL, RESIDUAL ENHANCING TUMOR VOLUME IS PROGNOSTIC FOR OVERALL SURVIVAL IN NEWLY DIAGNOSED GLIOBLASTOMA: EVIDENCE FROM 1,458 PATIENTS POOLED FROM INTERNATIONAL TRIALS, SINGLE INSTITUTION DATABASES, AND MULTICENTER CONSORTIUMS","year":2017,"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":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical trial; Oncology; Internal medicine; Multivariate analysis; Proportional hazards model; Bevacizumab; Database; 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":[0.01096544,0.000429872,0.001122992,0.001225487,0.0002955268,0.001232915,0.0006570275,0.0004247724,0.0009504085],"category_scores_gemma":[0.01084168,0.000228288,0.00164112,0.002065293,0.0005206646,0.0004951212,0.0007760205,0.0003405111,0.00024529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005040923,"about_ca_system_score_gemma":0.0006988239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580164,"about_ca_topic_score_gemma":0.005771396,"domain_scores_codex":[0.9955096,0.002543038,0.0004713191,0.000720134,0.000581002,0.0001747973],"domain_scores_gemma":[0.9918768,0.002354623,0.00381565,0.001044582,0.0004428864,0.0004654193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.02540225,0.0002963998,0.9089071,0.0006321665,0.01412123,0.0001245004,0.0001608901,0.0005970073,0.001701224,0.00006417833,0.001651509,0.04634152],"study_design_scores_gemma":[0.001734812,0.00179136,0.9847719,0.00009340327,0.007980959,0.0002435707,0.00007394291,0.0005484461,0.0006364512,0.0001054209,0.001994445,0.00002530381],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863721,0.007786879,0.0003922018,0.0002482315,0.00002908101,0.0001190576,0.00393273,0.00002507097,0.001094785],"genre_scores_gemma":[0.9944884,0.001138917,0.0003141048,0.0001643391,0.00004133224,0.00008163431,0.003650347,0.0000102207,0.0001105646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096544,"threshold_uncertainty_score":0.05799145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05642568698006856,"score_gpt":0.3426409993189817,"score_spread":0.2862153123389132,"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."}}