{"id":"W6903321216","doi":"10.1192/j.eurpsy.2023.906","title":"The relationship between alexithymia and Nyght Eating Syndrome","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Silicon and Solar Cell Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Alexithymia; Binge eating; Binge-eating disorder; Arousal; Anxiety; Eating disorders; Emotional eating","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002291243,0.00007389288,0.00007159477,0.00004737021,0.0001613331,0.00006304876,0.0001125572,0.00007119711,0.000002317845],"category_scores_gemma":[0.0002944822,0.00005802586,0.00002261839,0.0002328695,0.0000536925,0.00006371619,0.00003708974,0.0001816248,0.00002986665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004334472,"about_ca_system_score_gemma":0.000004950065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000244378,"about_ca_topic_score_gemma":0.000007162181,"domain_scores_codex":[0.999071,0.00001259738,0.0001070232,0.00008695202,0.00007752873,0.0006449006],"domain_scores_gemma":[0.9994299,0.0003365483,0.00001089927,0.0001356258,0.000001362179,0.00008559341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[3.245767e-7,4.556416e-7,0.9914653,0.00001399617,0.0000117052,0.000005121168,0.00009976194,0.0001275489,0.000007021521,0.00135163,0.0003997173,0.006517415],"study_design_scores_gemma":[0.00007510726,0.00000288122,0.9954495,0.00001232177,0.000004222949,0.000005599524,0.0001595922,0.00128686,0.0001034506,0.001045904,0.001781708,0.0000728961],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966353,0.0003991731,0.00003575742,0.0002665817,0.0002540713,0.000127196,0.0000037451,0.001120698,0.001157519],"genre_scores_gemma":[0.9994205,0.0001100934,0.00003917974,0.000005650009,0.00005498865,0.00005083923,0.000006430341,0.000015424,0.000296892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006444519,"threshold_uncertainty_score":0.2366226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345953964157179,"score_gpt":0.2207353183549923,"score_spread":0.1872757787134205,"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."}}