{"id":"W4384070551","doi":"10.1093/noajnl/vdad071.042","title":"LONGITUDINAL NEUROLOGICAL ASSESSMENTS IN BRAIN TUMOR PATIENTS: CORRELATION BETWEEN NANO DOMAINS AND PERFORMANCE STATUS","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Performance status; Internal medicine; Brain tumor; Cognition; Correlation; Physical therapy; Psychological intervention; Gait; Physical medicine and rehabilitation; Oncology; Pathology; Overall survival; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354576,0.0001714652,0.0003587881,0.0002111531,0.0001058258,0.00001097237,0.00004476548,0.00008801043,0.00001979911],"category_scores_gemma":[0.0002082435,0.0001386239,0.0000363556,0.0003933564,0.0001299138,0.0002204323,0.00007696162,0.0002418632,0.00004401398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106732,"about_ca_system_score_gemma":0.00007380442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009060879,"about_ca_topic_score_gemma":0.00003072881,"domain_scores_codex":[0.9985647,0.0001106045,0.0002929354,0.0004229749,0.0002055482,0.0004031994],"domain_scores_gemma":[0.9988453,0.0007253281,0.0001206998,0.0001343729,0.00004209089,0.0001322101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002404426,0.0003430194,0.9755988,0.00003013687,0.00001494041,0.0005133509,0.00004330451,0.000166128,0.0002352572,0.00006764622,0.0001067126,0.02264025],"study_design_scores_gemma":[0.004765879,0.004882841,0.9836885,0.00003123224,0.00004637583,0.00003840962,0.00002545558,0.0003209519,0.0002070278,0.000147993,0.005746509,0.00009887736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997089,0.0001767753,0.0000101597,0.001499477,0.0003133377,0.000494656,0.00001785628,0.00008088032,0.0003179041],"genre_scores_gemma":[0.9982374,0.0004865139,0.0002406143,0.0007457715,0.00005639231,0.0001111959,0.00009805553,0.00001522102,0.00000887738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02254138,"threshold_uncertainty_score":0.5652918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310031636782186,"score_gpt":0.3307408830550361,"score_spread":0.3076405666872143,"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."}}