{"id":"W4205262573","doi":"10.25040/ntsh2021.02.15","title":"PSYCHO-EMOTIONAL ASPECTS IN THE FORMATION OF PAIN SYNDROME CHARACTERISTICS IN PATIENTS WITH MULTIPLE SCLEROSIS","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Shevchenko Scientific Society Medical Sciences","topic":"Fibromyalgia and Chronic Fatigue Syndrome Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; McGill Pain Questionnaire; Depression (economics); Medicine; Biopsychosocial model; Population; Multiple sclerosis; Hospital Anxiety and Depression Scale; Comorbidity; Physical therapy; Visual analogue scale; Psychiatry","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":[0.0003319058,0.0001873342,0.0002638738,0.0007559212,0.000360669,0.000459388,0.0001505248,0.0003353527,0.001908052],"category_scores_gemma":[0.002314997,0.0001333541,0.0002900289,0.0006959686,0.0002573524,0.0002976356,0.0003487437,0.0004239591,0.0001503409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310161,"about_ca_system_score_gemma":0.0002228485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548285,"about_ca_topic_score_gemma":0.002252041,"domain_scores_codex":[0.9997287,0.00008395179,0.00003894943,0.00003319425,0.00007297991,0.00004213486],"domain_scores_gemma":[0.9986934,0.0002826681,0.000702457,0.00002354583,0.00009329143,0.0002046728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006757257,0.00002516747,0.9985923,0.00001087828,0.00002211225,0.0001132214,0.00007799912,0.00001955189,0.0001439383,0.000006913639,0.00003027149,0.0008900499],"study_design_scores_gemma":[0.000004018688,0.0000520197,0.9993286,0.000004938349,0.000008163529,0.0004137026,0.00008956367,0.00004014905,0.00001355685,0.000008230703,0.00003557415,0.00000138707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991503,0.0003868451,0.00001964087,0.00006978944,0.00000322224,0.000006712529,0.00006770039,0.000001163212,0.0002946813],"genre_scores_gemma":[0.9997405,0.00009392623,0.00003333576,0.00001823319,0.000008057934,0.000004816625,0.00006543227,3.330757e-7,0.00003522079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001908052,"threshold_uncertainty_score":0.006383121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0381689344386196,"score_gpt":0.2683151902163585,"score_spread":0.2301462557777389,"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."}}