{"id":"W4416121779","doi":"10.1186/s40337-025-01446-0","title":"Assessing schema modes for eating disorders and their association with personality traits: validation of the English version of the short form of the schema modes inventory for eating disorders (EN-SMI-ED-SF)","year":2025,"lang":"en","type":"article","venue":"Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"Università degli Studi di Padova","keywords":"Schema (genetic algorithms); Personality; Eating disorders; Personality disorders; Personality Assessment Inventory; Psychometrics; Association (psychology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209576,0.0003582842,0.0006434772,0.0001656174,0.0007336983,0.00007614907,0.0006089959,0.0002659982,0.00001005514],"category_scores_gemma":[0.002079492,0.000211092,0.0006641474,0.0006097681,0.0003428942,0.0004996975,0.0001370924,0.0005224508,3.076012e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001784177,"about_ca_system_score_gemma":0.0002608734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002490393,"about_ca_topic_score_gemma":0.0005138368,"domain_scores_codex":[0.9969887,0.0004428462,0.00119981,0.0003518594,0.0005970124,0.0004197485],"domain_scores_gemma":[0.9949991,0.001546982,0.002462452,0.000367192,0.0005783526,0.00004595329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002234418,0.000454691,0.9635778,0.0005423144,0.0003759513,1.963486e-8,0.01426239,0.002514657,0.005919141,0.0006233353,0.0001775142,0.01132877],"study_design_scores_gemma":[0.007848339,0.001293256,0.7099683,0.006220078,0.001383194,0.000003739457,0.2360589,0.01936941,0.006818276,0.010038,0.0002167583,0.0007817857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992013,0.0004854076,0.004332859,0.0004568695,0.0003783739,0.001214385,0.00004921343,0.00001753362,0.001052328],"genre_scores_gemma":[0.9976969,0.00004990644,0.001930434,0.00005791336,0.00006361047,0.00006283251,0.000008373516,0.00004827675,0.00008179062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2536095,"threshold_uncertainty_score":0.8608082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828178770739542,"score_gpt":0.3039272900779338,"score_spread":0.2856455023705384,"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."}}