{"id":"W4416141004","doi":"10.1093/neuonc/noaf201.0150","title":"BIOM-62. BASELINE NEUROLOGICAL FUNCTION ASSESSED BY NANO PREDICTS PROGRESSION-FREE SURVIVAL IN GLIOBLASTOMA","year":2025,"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 Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Glioblastoma; Cohort; Overall survival; Proportional hazards model; Glioma; Progression-free survival; Survival analysis; Karnofsky Performance Status","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":[0.0005782697,0.000226432,0.0002814407,0.0008667942,0.0003222371,0.0005777287,0.0003671924,0.0003364521,0.002379009],"category_scores_gemma":[0.002742327,0.00008592958,0.0003993785,0.0008531917,0.0002974595,0.000367981,0.0005076172,0.0003639702,0.0004646243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001030867,"about_ca_system_score_gemma":0.001058523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0342254,"about_ca_topic_score_gemma":0.03935866,"domain_scores_codex":[0.9997136,0.00003679417,0.00003762948,0.00007191292,0.00007948033,0.00006050398],"domain_scores_gemma":[0.9984695,0.0001935343,0.0006428842,0.00007175673,0.0002937689,0.0003285904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002111197,0.00002491237,0.9961168,0.00001020719,0.00003131542,0.00002075585,0.00001819146,0.0001389193,0.0002059094,0.00001153084,0.0002155259,0.00299484],"study_design_scores_gemma":[0.000003414299,0.00005623049,0.9993379,0.000003299587,0.00001443722,0.00004473732,0.00002751735,0.0003122056,0.00005799829,0.00002354543,0.0001159416,0.000002783193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974172,0.0001804362,0.00009129432,0.00006460082,0.00000633118,0.0000093557,0.001430267,0.00001218011,0.0007883472],"genre_scores_gemma":[0.9986581,0.00004100782,0.00006708092,0.00001547137,0.00000449605,0.000007566524,0.001029015,0.000001973164,0.0001752602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0342254,"threshold_uncertainty_score":0.06805235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523134519484571,"score_gpt":0.3047623785201772,"score_spread":0.2895310333253315,"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."}}