{"id":"W4206891073","doi":"","title":"COGNITIVE FUNCTIONS IN MULTIPLE SCLEROSIS PATIENTS DEPENDING ON THE DIFFERENT RISK FACTORS PRESENCE.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Anxiety; Depression (economics); Effects of sleep deprivation on cognitive performance; Medicine; Multiple sclerosis; Clinical psychology; Rating scale; Beck Anxiety Inventory; Atrophy; Beck Depression Inventory; Internal medicine; 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":[0.0002194609,0.0004161171,0.000386659,0.0006972097,0.0003944338,0.0004488897,0.0001359968,0.000380428,0.001474212],"category_scores_gemma":[0.001341082,0.0001481472,0.0003379559,0.0004884446,0.0001755721,0.0002837205,0.0002793486,0.0003638208,0.0002068686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001312354,"about_ca_system_score_gemma":0.0001412315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409968,"about_ca_topic_score_gemma":0.002346228,"domain_scores_codex":[0.9998261,0.0000276655,0.00002498997,0.00004596794,0.00003970969,0.0000355574],"domain_scores_gemma":[0.9994478,0.0001021753,0.0002734829,0.00001961226,0.0000537694,0.0001032919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003524218,0.00005924344,0.9961839,0.00002143181,0.00007416988,0.0002228508,0.000115343,0.00002646531,0.0004279324,0.000007655753,0.00005043274,0.002458091],"study_design_scores_gemma":[0.000005780166,0.0001520525,0.9989029,0.00000486879,0.00002477832,0.0006859491,0.00007646869,0.00003395699,0.00003954632,0.00001688767,0.00005451083,0.000002252159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991721,0.0003447664,0.00002256035,0.00002130523,0.000003557026,0.000004737257,0.0001401143,0.000001683862,0.0002891994],"genre_scores_gemma":[0.9996172,0.00008560017,0.00003624041,0.00001595029,0.000007190279,0.000004354957,0.0001354968,5.672872e-7,0.00009744756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001474212,"threshold_uncertainty_score":0.004931688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1534434666669487,"score_gpt":0.2782272582683826,"score_spread":0.1247837916014339,"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."}}