{"id":"W4404236710","doi":"10.1093/neuonc/noae165.0885","title":"NCOG-03. DESCRIPTIVE ANALYSIS AND OUTCOME COMPARISON BETWEEN PATIENTS WITH GLIOBLASTOMA MULTIFORME WHO RECEIVE 15 VERSUS 30 FRACTIONS OF RADIOTHERAPY: A RETROSPECTIVE CHART REVIEW","year":2024,"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":"Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Glioblastoma; Radiation therapy; Medicine; Chart; Descriptive statistics; Oncology; Internal medicine; Statistics; Mathematics; Cancer research","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":[0.000795877,0.0001407217,0.0003534452,0.002253472,0.0003699271,0.0004734193,0.0003171304,0.00017187,0.001985312],"category_scores_gemma":[0.002603588,0.0001506541,0.0002463491,0.003266178,0.0002250995,0.0003976162,0.0002913837,0.0001942439,0.0004014494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00111578,"about_ca_system_score_gemma":0.001126316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01246272,"about_ca_topic_score_gemma":0.01251992,"domain_scores_codex":[0.9992586,0.000112027,0.0002264313,0.000153832,0.0001693406,0.00007973851],"domain_scores_gemma":[0.9955859,0.0007076925,0.002464182,0.0001432767,0.0007786222,0.0003201514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001270601,0.00001879458,0.9976795,0.00004285992,0.00001486316,0.0001379151,0.00007133303,0.00001520533,0.0001008198,0.00001448724,0.0003743948,0.001402748],"study_design_scores_gemma":[0.0000123202,0.0001241528,0.997755,0.00002487474,0.00001632525,0.0005753536,0.0003282441,0.00007112587,0.0001312614,0.000009757257,0.0009475276,0.000004118422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807242,0.0007216167,0.0001606374,0.00005087357,0.00001078144,0.0001816627,0.01626684,0.00002091167,0.001862574],"genre_scores_gemma":[0.9872376,0.0003819624,0.0003069242,0.00005229266,0.00001074554,0.0002370478,0.01146328,0.000009117171,0.0003009964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01246272,"threshold_uncertainty_score":0.02478033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03122474408287168,"score_gpt":0.3401410186669304,"score_spread":0.3089162745840587,"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."}}