{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0002507911,0.0003100043,0.0004322907,0.0001865423,0.0005303478,0.00006695619,0.0001615022,0.0001019229,0.0004450435],"category_scores_gemma":[0.01074373,0.0001970778,0.0001999528,0.0005443407,0.0002324772,0.0001140107,0.0002937654,0.0008099161,0.0001404309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002448158,"about_ca_system_score_gemma":0.00007725868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000370032,"about_ca_topic_score_gemma":0.0008621499,"domain_scores_codex":[0.9971131,0.0004087235,0.0003717907,0.000600043,0.0008850083,0.0006213154],"domain_scores_gemma":[0.9953349,0.003521143,0.0001213433,0.0004821382,0.0003352626,0.0002051834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002333199,0.001037977,0.9899459,0.00003026459,0.0001783009,0.00001783791,0.0009955004,0.00002587675,0.002173778,0.00002821399,0.001021723,0.004311308],"study_design_scores_gemma":[0.003312949,0.0002289102,0.9800681,0.0006428466,0.00007221442,0.000001003454,0.002585019,0.0006174644,0.01206916,0.00002763787,0.0001855502,0.0001891161],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956838,0.0001268404,0.00009918133,0.000641402,0.0003065407,0.001012894,0.0002571288,0.00006298169,0.001809216],"genre_scores_gemma":[0.9984899,0.0003762495,0.00003315571,0.0001455264,0.00009541776,0.000224947,0.0001262088,0.00003859171,0.0004700347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01049294,"threshold_uncertainty_score":0.9975892,"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."}}