{"id":"W4294202353","doi":"10.1192/j.eurpsy.2022.1160","title":"Alexithymia In Multiple Sclerosis: Relationship With Depression","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Toronto Alexithymia Scale; Depression (economics); Multiple sclerosis; Hospital Anxiety and Depression Scale; Anxiety; Psychology; Medicine; Lesion; Neurology; Psychiatry; Internal medicine; Clinical 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":[0.0002870935,0.000142077,0.0001990838,0.0005717368,0.0003340998,0.0004362121,0.0001598299,0.0002303268,0.002496465],"category_scores_gemma":[0.001234938,0.00009264128,0.0001702822,0.0006161827,0.000231223,0.0001590135,0.0002552833,0.0003304368,0.0001056183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567931,"about_ca_system_score_gemma":0.0001909453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275439,"about_ca_topic_score_gemma":0.003169526,"domain_scores_codex":[0.9997488,0.00007592605,0.0000307236,0.00003607631,0.00005678908,0.00005168003],"domain_scores_gemma":[0.9991259,0.0002002377,0.0004605122,0.00001521527,0.00006365388,0.0001345884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003898141,0.00004110215,0.9947659,0.0000321764,0.00003948434,0.0003524629,0.00006351424,0.00002133886,0.0001705178,0.00002665645,0.00009010912,0.004357663],"study_design_scores_gemma":[0.00000208864,0.00004745466,0.9985024,0.0000170529,0.0000116352,0.0011209,0.00008142708,0.00004952806,0.00001950107,0.00002835956,0.0001184347,0.000001302148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960734,0.002453968,0.00004713564,0.0002261961,0.000009278682,0.00001080403,0.0001059573,0.000002883077,0.001070434],"genre_scores_gemma":[0.9993343,0.0004606666,0.00004320616,0.00001927479,0.00001238106,0.000003129828,0.00003112554,2.426926e-7,0.00009564037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00275439,"threshold_uncertainty_score":0.008351445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07748436101090807,"score_gpt":0.2855709024691425,"score_spread":0.2080865414582345,"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."}}