{"id":"W3151046134","doi":"10.36740/wlek202102115","title":"SLEEP DISORDERS IN RELAPSING-REMITTING MULTIPLE SCLEROSIS PATIENTS","year":2021,"lang":"en","type":"article","venue":"Wiadomości Lekarskie","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Montreal Cognitive Assessment; Pittsburgh Sleep Quality Index; Anxiety; Depression (economics); Medicine; Hamilton Anxiety Rating Scale; Beck Depression Inventory; Beck Anxiety Inventory; Multiple sclerosis; Cognitive impairment; Physical therapy; Gastroenterology; Sleep quality; Psychology; Cognition; Psychiatry; Disease","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":[0.0002287602,0.0002806521,0.0004386176,0.0005656683,0.000430055,0.0003547546,0.0001326559,0.0003065922,0.001561945],"category_scores_gemma":[0.0007750504,0.0001415901,0.0002405069,0.0004994901,0.0001522644,0.0002514331,0.0002267172,0.0002843842,0.0002098131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391906,"about_ca_system_score_gemma":0.000162766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457914,"about_ca_topic_score_gemma":0.003019613,"domain_scores_codex":[0.9998118,0.00004195047,0.00003356518,0.00003971893,0.00004062374,0.00003223247],"domain_scores_gemma":[0.9996136,0.00005221991,0.0002083506,0.00001033054,0.00003874467,0.00007690711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003267038,0.00007602386,0.9956288,0.00003087966,0.0000527491,0.000287622,0.0001429373,0.00001847431,0.000483581,0.000006171434,0.00008482158,0.00286121],"study_design_scores_gemma":[0.00002309556,0.0002447379,0.9985163,0.000008663678,0.00002101808,0.0008436127,0.0001596464,0.00003602912,0.00003056399,0.00001059619,0.0001038166,0.000002093841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991455,0.0004725465,0.00001792057,0.00002526746,0.000004946333,0.000008860225,0.00009121855,0.000001663613,0.0002319779],"genre_scores_gemma":[0.9994654,0.0001636292,0.00004243035,0.00003754044,0.00001598144,0.000008925611,0.0001525166,4.848531e-7,0.000113152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001561945,"threshold_uncertainty_score":0.005225182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04183288855663302,"score_gpt":0.2804884150282652,"score_spread":0.2386555264716321,"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."}}