{"id":"W4402737724","doi":"10.1016/j.msard.2024.105905","title":"Alexithymia in radiologically isolated syndrome","year":2024,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Multiple sclerosis; Medicine; Feeling; Clinically isolated syndrome; Clinical psychology; Psychiatry; 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":[0.0001853019,0.0004465541,0.0003533278,0.0007086509,0.0002792969,0.0002661184,0.0001894994,0.0002981713,0.002763502],"category_scores_gemma":[0.001337728,0.000100212,0.0001822508,0.0004364036,0.0005162004,0.0001722881,0.0004608088,0.0002972911,0.0002591306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002312876,"about_ca_system_score_gemma":0.0001812957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009176378,"about_ca_topic_score_gemma":0.001166106,"domain_scores_codex":[0.9997733,0.0000519103,0.00003515479,0.00004232757,0.00005588262,0.00004136432],"domain_scores_gemma":[0.9995586,0.0001086519,0.0002000226,0.00001702161,0.00003558289,0.00007998122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007367143,0.0001418932,0.9133995,0.0002744253,0.0001816941,0.03366073,0.0009045966,0.0001936006,0.02117257,0.0003534801,0.0007811717,0.02819963],"study_design_scores_gemma":[0.00003211941,0.0003935354,0.9283413,0.00004236157,0.00003932396,0.06947976,0.0002409394,0.0002020133,0.0006528908,0.0002096079,0.0003582265,0.000007989147],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978285,0.0005488506,0.0001832781,0.00005846617,0.00001012349,0.00001383572,0.00005635435,0.00001229012,0.001288198],"genre_scores_gemma":[0.9996518,0.0001133679,0.00007644972,0.00001549392,0.000007996667,0.000003933259,0.00005255916,0.000001077132,0.00007728356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002763502,"threshold_uncertainty_score":0.009244859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01929018110445789,"score_gpt":0.2380691323969284,"score_spread":0.2187789512924705,"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."}}