{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004000568,0.0003124746,0.0005870087,0.0002611127,0.0002298079,0.00005520187,0.0001754372,0.000164632,0.0002489434],"category_scores_gemma":[0.004929015,0.0003036322,0.0002216194,0.0009056157,0.0001957655,0.0002033481,0.0003583782,0.0006125038,0.0001576199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003164615,"about_ca_system_score_gemma":0.0001175751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002706637,"about_ca_topic_score_gemma":0.001292607,"domain_scores_codex":[0.9968151,0.0001794844,0.0005930608,0.000725503,0.0008274739,0.0008593145],"domain_scores_gemma":[0.9981682,0.0004903467,0.0001156408,0.0006285133,0.000327528,0.0002697289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001592466,0.0009173963,0.9084594,0.0001339902,0.00009500197,0.00002325588,0.0007353206,0.00005734808,0.01254127,0.00002707608,0.00121798,0.07563277],"study_design_scores_gemma":[0.00800941,0.0001338634,0.9812996,0.0006387719,0.00003660884,0.000003893399,0.0004926973,0.001941458,0.003941315,0.00008002541,0.003109775,0.0003126157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845906,0.0008516104,0.0001120746,0.00215257,0.0003632377,0.000721112,0.00002530857,0.0001344392,0.011049],"genre_scores_gemma":[0.9953074,0.0008874201,0.002569374,0.0003093615,0.0001437547,0.00009672587,0.0001004348,0.00006863162,0.0005169159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07532015,"threshold_uncertainty_score":0.9999416,"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."}}