{"id":"W4309018548","doi":"10.1093/neuonc/noac209.588","title":"PATH-15. THE PROGNOSTIC IMPLICATION OF MGMT PROMOTER METHYLATION IN IDH-MUTANT GLIOMAS","year":2022,"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":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Oligodendroglioma; CDKN2A; Astrocytoma; Glioma; Oncology; Medicine; Methylation; IDH1; Internal medicine; Univariate analysis; Cancer research; Biology; Multivariate analysis; Mutant; Cancer; Gene","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":[0.0001733452,0.0001471088,0.0001166799,0.0002478127,0.0001038944,0.0002437431,0.0001208568,0.0001314062,0.002570617],"category_scores_gemma":[0.0006516284,0.00006895422,0.0001160884,0.0002565665,0.0001398554,0.0001540536,0.0001278446,0.0001250562,0.0003892343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002716848,"about_ca_system_score_gemma":0.0002581954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331672,"about_ca_topic_score_gemma":0.001446909,"domain_scores_codex":[0.9999274,0.00001576023,0.000008088823,0.0000122511,0.00001690476,0.0000196057],"domain_scores_gemma":[0.9995658,0.00008956929,0.0002201412,0.00001392271,0.00003625182,0.00007443487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001102117,0.00001598648,0.9729542,0.00005323077,0.00003862327,0.0006943466,0.00002310219,0.0003033804,0.007120976,0.00005319494,0.0003909993,0.01724985],"study_design_scores_gemma":[0.0000222409,0.0002464474,0.989136,0.00001093759,0.0000705963,0.003418046,0.00004070663,0.0009732111,0.004612228,0.0001697597,0.001295911,0.000004046678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970215,0.001243534,0.000239209,0.0000999566,0.000009363303,0.000005459853,0.000602581,0.00001450745,0.0007637877],"genre_scores_gemma":[0.999148,0.0001830085,0.0001272996,0.000007895618,0.000008182629,0.000002476598,0.00028438,0.000002390574,0.0002362635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002570617,"threshold_uncertainty_score":0.008599639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02308614822640899,"score_gpt":0.3059110953441583,"score_spread":0.2828249471177493,"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."}}