{"id":"W4416084950","doi":"10.1093/neuonc/noaf201.0096","title":"BIOM-08. CHROMOSOME 1P LOSS AND 1Q GAIN ARE HIGHLY PROGNOSTIC AND CAN INFORM WHO GRADING OF MENINGIOMA","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of Toronto","funders":"","keywords":"CDKN2B; CDKN2A; Grading (engineering); Meningioma; Cohort; Chromosome; Chromosome 22; Proportional hazards model","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":[0.001106779,0.0002799199,0.0002956548,0.001139951,0.0002350275,0.0007946989,0.0003277711,0.0003227739,0.005930962],"category_scores_gemma":[0.004625224,0.0001499007,0.000246161,0.0007965235,0.0001567954,0.0003291979,0.0007380848,0.0003999065,0.001429746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492536,"about_ca_system_score_gemma":0.000463066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007002977,"about_ca_topic_score_gemma":0.01193947,"domain_scores_codex":[0.9996544,0.0001073861,0.00004321526,0.00004096067,0.00009373952,0.00006017287],"domain_scores_gemma":[0.9981458,0.000360937,0.0006580565,0.000119497,0.0003942426,0.0003216061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006794047,0.00003622973,0.9606606,0.0000385666,0.00006105152,0.00008329552,0.00005079328,0.0002427759,0.001162799,0.00009029647,0.005633999,0.03126021],"study_design_scores_gemma":[0.00004972617,0.0001509519,0.9915844,0.00003455124,0.00006006696,0.0003064217,0.00009218742,0.0009084991,0.0007992684,0.0002760012,0.005729681,0.000008219405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572474,0.001446299,0.001539246,0.002210102,0.0001694057,0.00009467105,0.01924224,0.0001641667,0.01788642],"genre_scores_gemma":[0.9851549,0.0003637036,0.001806334,0.0001733337,0.00006632554,0.0000615957,0.009287808,0.00002865171,0.003057329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007002977,"threshold_uncertainty_score":0.01984102,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804516890103231,"score_gpt":0.2830084576079969,"score_spread":0.2649632887069646,"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."}}