{"id":"W4407745224","doi":"10.1186/s40337-025-01193-2","title":"Examining maladaptive eating behaviors and psychological difficulties among women with compulsive eating and obesity: a latent profile analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Eating Disorders","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Disinhibition; Overweight; Obesity; Impulsivity; Clinical psychology; Disordered eating; Psychology; Multivariate analysis of variance; Binge eating; Eating disorders; Overeating; Psychiatry; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005612395,0.0003561085,0.0007804664,0.0005907614,0.0004384365,0.0001547751,0.0001966881,0.0001757069,0.0001270003],"category_scores_gemma":[0.0001244342,0.0002714238,0.0001169288,0.0009081279,0.0004015896,0.0001961523,0.0001110729,0.0005139782,8.841249e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007169599,"about_ca_system_score_gemma":0.00002672038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000251626,"about_ca_topic_score_gemma":0.0001687447,"domain_scores_codex":[0.9976004,0.0002627402,0.0007952688,0.0005006443,0.0003189586,0.0005219635],"domain_scores_gemma":[0.9981496,0.0003976137,0.0009199589,0.0002085899,0.0001657518,0.00015844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001987908,0.0005206207,0.971302,0.00003804717,0.0007485207,0.00003690048,0.01459816,0.0003611655,0.0002225005,0.00005969684,0.0000393684,0.01187417],"study_design_scores_gemma":[0.001546668,0.002159838,0.9309215,0.0004404401,0.0006929564,0.00002519881,0.06346454,0.0003848262,0.000002163232,0.00007621912,0.000002955818,0.0002827247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996896,0.0004634336,0.00074767,0.00003745273,0.0001276267,0.0003164324,0.000005997245,0.00004246818,0.001362924],"genre_scores_gemma":[0.9947758,0.00003875745,0.00457369,0.00006710453,0.00003371742,0.00004958075,0.000005504712,0.00002654361,0.0004292767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04886638,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02026075536669265,"score_gpt":0.2951096892923451,"score_spread":0.2748489339256525,"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."}}