{"id":"W4390733444","doi":"10.36074/logos-22.12.2023.099","title":"NEUROPSYCHOLOGICAL TESTING OF COGNITIVE IMPAIRMENTS IN PATIENTS WITH MULTIPLE SCLEROSIS","year":2023,"lang":"en","type":"article","venue":"SCIENTIFIC PRACTICE: MODERN AND CLASSICAL RESEARCH METHODS","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple sclerosis; Neuropsychology; Cognition; Montreal Cognitive Assessment; Cognitive impairment; Neuropsychological testing; Psychology; Medicine; Neuropsychological assessment; Physical medicine and rehabilitation; Audiology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004909058,0.0004037243,0.0004056658,0.001449818,0.0003656351,0.0004449518,0.000297647,0.0005624064,0.0009818751],"category_scores_gemma":[0.001766165,0.0001017193,0.0002486373,0.000798798,0.0003187067,0.0003286995,0.0002934579,0.0004314474,0.0003335868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002998218,"about_ca_system_score_gemma":0.0003491589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003015288,"about_ca_topic_score_gemma":0.003124235,"domain_scores_codex":[0.9996701,0.00008111231,0.000066268,0.0000394118,0.0001021213,0.00004091892],"domain_scores_gemma":[0.999445,0.0001238756,0.0001996892,0.0000163926,0.0000943741,0.0001206796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003945737,0.000231737,0.9851399,0.0000611054,0.00006348026,0.001427951,0.0001232128,0.00009070885,0.000761579,0.00001965715,0.0004641738,0.01122198],"study_design_scores_gemma":[0.00001725887,0.0005641237,0.9943949,0.00003192993,0.00003057851,0.004022694,0.0001580184,0.000117476,0.0002492825,0.00005526586,0.0003501127,0.000008371004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99244,0.003322596,0.00009147833,0.000184658,0.00002397516,0.00003226106,0.0002732917,0.00001714837,0.003614529],"genre_scores_gemma":[0.9983932,0.0007419466,0.0001583063,0.0001562662,0.00004023553,0.00001977935,0.0001765762,0.000001223753,0.0003124208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003015288,"threshold_uncertainty_score":0.005995452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3966271646266432,"score_gpt":0.5130974077626264,"score_spread":0.1164702431359831,"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."}}