{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001215249,0.0002275532,0.000342974,0.0002130556,0.00006921058,0.00004738307,0.00006110178,0.0002329819,0.0002460903],"category_scores_gemma":[0.00003746037,0.000160704,0.0001268213,0.0004765503,0.0001246588,0.00009681184,0.00002920367,0.0002731468,0.000105391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003973745,"about_ca_system_score_gemma":0.00002641454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001053761,"about_ca_topic_score_gemma":0.00003420068,"domain_scores_codex":[0.9987139,0.00004029438,0.0003504506,0.0004407429,0.000131996,0.0003226583],"domain_scores_gemma":[0.9995379,0.00009330067,0.00003153913,0.0001898477,0.00001040601,0.0001369747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001010633,0.002758947,0.7958336,0.0007494782,0.002046446,0.0009347639,0.004255028,0.0001345333,0.003295275,0.001449661,0.002291836,0.1852398],"study_design_scores_gemma":[0.008076227,0.001072072,0.9454982,0.004854144,0.0001360815,0.0003214673,0.0005536185,0.03300369,0.00001062189,0.003667659,0.002367913,0.0004383587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733363,0.01734403,0.00006658059,0.001473787,0.0003037475,0.0005251195,0.000009906979,0.0002203193,0.006720189],"genre_scores_gemma":[0.9864615,0.0123957,0.0001945283,0.00012666,0.00000640897,0.00004607839,0.00004534954,0.00003399406,0.0006897622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1848014,"threshold_uncertainty_score":0.655332,"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."}}