{"id":"W4309015989","doi":"10.1093/neuonc/noac209.078","title":"BIOS-02. CLINICAL OUTCOMES OF OVER 600 PATIENTS WITH GLIOBLASTOMA TREATED AT A CANADIAN TERTIARY CENTER IN THE PAST 15 YEARS: A COMPARATIVE ANALYSIS WITH THE PIVOTAL STUPP TRIAL","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Temozolomide; Cohort; Glioblastoma; Internal medicine; Confidence interval; Radiation therapy; Regimen; Clinical trial; Concomitant; Retrospective cohort study; Medical record; Subgroup analysis; Cohort study; Pediatrics; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002334715,0.0004619802,0.0009213089,0.001365852,0.0009643321,0.0007966639,0.0009855683,0.0004756699,0.001544503],"category_scores_gemma":[0.004661521,0.0002267111,0.00112719,0.003913294,0.0005524278,0.0004627361,0.0007093637,0.0005472155,0.0002284043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007315763,"about_ca_system_score_gemma":0.007143739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5130302,"about_ca_topic_score_gemma":0.615697,"domain_scores_codex":[0.9983164,0.0003401727,0.0001536919,0.0002892026,0.000643536,0.0002571299],"domain_scores_gemma":[0.9958243,0.0003907665,0.001802368,0.0002468438,0.001023996,0.0007116179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01089605,0.0002164261,0.9659368,0.0002989176,0.001739875,0.0001254727,0.0002089121,0.0004830271,0.0005547559,0.0002069576,0.00450037,0.01483245],"study_design_scores_gemma":[0.0005221549,0.0006080578,0.9964933,0.00003161318,0.0003599749,0.00009690625,0.0001412877,0.0002571204,0.00007053388,0.00003775104,0.001361166,0.00002021905],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865914,0.001720597,0.00006382286,0.0002823647,0.00001886447,0.0001315647,0.009303528,0.000008200204,0.001879678],"genre_scores_gemma":[0.9885551,0.0007884507,0.0001329812,0.0001944694,0.00003998071,0.00008648138,0.009920863,0.000006776737,0.0002748881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5130302,"threshold_uncertainty_score":0.9796753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343917120064924,"score_gpt":0.3187141365418633,"score_spread":0.2952749653412141,"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."}}