{"id":"W4206298749","doi":"10.36740/wlek202110115","title":"COGNITIVE FUNCTIONS IN MULTIPLE SCLEROSIS PATIENTS DEPENDING ON THE DIFFERENT RISK FACTORS PRESENCE","year":2021,"lang":"en","type":"article","venue":"Wiadomości Lekarskie","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Anxiety; Depression (economics); Effects of sleep deprivation on cognitive performance; Multiple sclerosis; Medicine; Clinical psychology; Rating scale; Atrophy; Beck Anxiety Inventory; Internal medicine; Beck Depression Inventory; Hamilton Anxiety Rating Scale; Psychology; Psychiatry; Cognitive impairment; Developmental psychology","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":[0.0002303382,0.0003973883,0.000388841,0.000797559,0.0004082332,0.0004784286,0.0001398449,0.000398448,0.001351309],"category_scores_gemma":[0.00144178,0.0001548934,0.0003113244,0.0004890749,0.0001891546,0.0002849254,0.0002939518,0.0003742729,0.000173896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426797,"about_ca_system_score_gemma":0.0001404121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001570613,"about_ca_topic_score_gemma":0.002395114,"domain_scores_codex":[0.9998166,0.00003200662,0.00002536577,0.00004545385,0.00004338887,0.0000371466],"domain_scores_gemma":[0.999482,0.00009726282,0.0002334315,0.00002020668,0.00005529272,0.0001118344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003681439,0.00006319525,0.9963956,0.00001780363,0.00007025462,0.000239368,0.0001425177,0.00002868232,0.0004178903,0.000008378205,0.00004444925,0.002203749],"study_design_scores_gemma":[0.00000553466,0.00016422,0.9990196,0.000004029221,0.00002098477,0.0005688127,0.00008172778,0.0000363041,0.00003468495,0.00001648741,0.00004530363,0.00000234547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993904,0.0002469856,0.00001994882,0.00001591157,0.000002890695,0.000004015714,0.00008957322,0.000001279004,0.000229135],"genre_scores_gemma":[0.9996935,0.0000681313,0.00002751808,0.00001213694,0.000006452422,0.000003943835,0.0001058005,4.726402e-7,0.00008198962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001570613,"threshold_uncertainty_score":0.004520535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283611887651856,"score_gpt":0.3047567345479421,"score_spread":0.1763955457827565,"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."}}