{"id":"W4386537774","doi":"10.1093/neuonc/noad137.297","title":"P11.63.B VALIDATING THE NEUROLOGIC ASSESSMENT IN NEURO-ONCOLOGY (NANO) SCALE IN CLINICAL PRACTICE: A MULTI-CENTER PROSPECTIVE STUDY IN PATIENTS WITH GLIOBLASTOMA","year":2023,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Internal medicine; Clinical trial; Prospective cohort study; Demographics; Performance status; Oncology; Physical therapy; Cancer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001864172,0.0004381948,0.001172344,0.0006310774,0.0001162554,0.00003676143,0.0003076743,0.0003186345,0.00002714385],"category_scores_gemma":[0.002337964,0.0002932207,0.0001285393,0.001670596,0.0002306306,0.0001956342,0.0004463112,0.001795793,0.00007111566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007985532,"about_ca_system_score_gemma":0.0005665569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001543885,"about_ca_topic_score_gemma":0.003780073,"domain_scores_codex":[0.9928206,0.003086662,0.001394819,0.001249858,0.0005624265,0.0008856325],"domain_scores_gemma":[0.9939053,0.004479527,0.0005640109,0.0006523029,0.0002120238,0.0001868246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003236116,0.04129743,0.9383505,0.00001514452,0.00006824056,0.006275465,0.001577993,0.0001736011,0.0005865903,0.00001153381,0.0002266085,0.008180757],"study_design_scores_gemma":[0.04682012,0.03495258,0.9125413,0.00003318233,0.0001422048,0.0001072499,0.001817734,0.0009015455,0.0000837218,0.00001202149,0.002395274,0.0001930891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840208,0.00001608307,0.000002679991,0.008891601,0.0007435966,0.005592225,0.00001108255,0.0001027104,0.0006192591],"genre_scores_gemma":[0.9935353,0.00004023264,0.0003743313,0.004304568,0.0001015777,0.001550656,0.00002076654,0.00006817304,0.000004430789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.043584,"threshold_uncertainty_score":0.999952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03686687034144451,"score_gpt":0.3955371347037637,"score_spread":0.3586702643623192,"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."}}