{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524895,0.0003786202,0.0003713918,0.0008789247,0.0007199741,0.000965272,0.0005011012,0.0005160725,0.001637387],"category_scores_gemma":[0.005665694,0.0002328786,0.0003894078,0.001293542,0.0005161291,0.0007809165,0.0008654658,0.0006024101,0.0008813172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00060337,"about_ca_system_score_gemma":0.0007940128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004198285,"about_ca_topic_score_gemma":0.005639791,"domain_scores_codex":[0.9987012,0.000498748,0.0001801013,0.0002693838,0.0002039831,0.0001465369],"domain_scores_gemma":[0.9956563,0.000637833,0.001846167,0.0003024393,0.0008820544,0.0006753172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001711764,0.0001529105,0.9978912,0.00001112007,0.00002030651,0.00003791976,0.00007164026,0.00002245104,0.0001190811,0.0000101725,0.0002259576,0.001266042],"study_design_scores_gemma":[0.00003614937,0.000628659,0.9979984,0.00001455582,0.0000295379,0.0002290558,0.0003076573,0.0002260316,0.00009296335,0.00002723083,0.000402725,0.000006952253],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986077,0.00006955413,0.0001583974,0.00006939445,0.00001061755,0.0001114238,0.0005401573,0.000005343955,0.0004274966],"genre_scores_gemma":[0.9980941,0.00005891619,0.0003329687,0.0001169848,0.00001691069,0.0002177191,0.0009468799,0.000005604299,0.000209883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004198285,"threshold_uncertainty_score":0.01335311,"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."}}