{"id":"W4280578607","doi":"10.1016/j.msard.2022.103596","title":"Depression, Anxiety and Alexithymia in Tunisian Patients with Multiple Sclerosis","year":2022,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Multiple Sclerosis Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Anxiety; Alexithymia; Multiple sclerosis; Hospital Anxiety and Depression Scale; Psychiatry; Cohort; Hamilton Anxiety Rating Scale; Toronto Alexithymia Scale; Population; Neurology; Medical record; Internal medicine","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":[0.0002102382,0.0002254191,0.0003344055,0.0008605612,0.0008294288,0.0005775443,0.0001739655,0.0003831624,0.001204494],"category_scores_gemma":[0.0008114525,0.0001838761,0.0003343267,0.001010376,0.0002603343,0.0002636799,0.0002950201,0.000432635,0.00009556398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005965002,"about_ca_system_score_gemma":0.0004049319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02285423,"about_ca_topic_score_gemma":0.03163728,"domain_scores_codex":[0.9998062,0.00005260955,0.00002680374,0.00002352109,0.00003325034,0.00005757403],"domain_scores_gemma":[0.9997444,0.00004210905,0.0001080662,0.000006108298,0.00003138008,0.00006799099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186271,0.0001708126,0.993905,0.00003690025,0.000138254,0.0007853652,0.0007192102,0.00002803598,0.0004130809,0.00003855087,0.0001876965,0.003358425],"study_design_scores_gemma":[0.0000128802,0.00007109586,0.9981411,0.00001174651,0.00003486701,0.0006010372,0.0008979281,0.00003330369,0.00001771639,0.00001738006,0.0001573945,0.000003577211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986491,0.0006115345,0.000009072303,0.000097707,0.00001007851,0.000004408376,0.00005126431,6.407616e-7,0.000566149],"genre_scores_gemma":[0.9992427,0.0003538714,0.00002275191,0.00005977674,0.000017858,0.000005962389,0.00005877034,3.42651e-7,0.0002380784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02285423,"threshold_uncertainty_score":0.0454424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02232870860253543,"score_gpt":0.2329533903951784,"score_spread":0.2106246817926429,"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."}}