{"id":"W2987569638","doi":"10.3390/nu11112633","title":"Food Addiction in Eating Disorders and Obesity: Analysis of Clusters and Implications for Treatment","year":2019,"lang":"en","type":"article","venue":"Nutrients","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Departament de Salut, Generalitat de Catalunya; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición; Instituto de Salud Carlos III; Generalitat de Catalunya; Ministerio de Economía y Competitividad; Centro de Investigación Biomédica en Red de Salud Mental","keywords":"Food addiction; Psychopathology; Dysfunctional family; Binge-eating disorder; Overweight; Clinical psychology; Bulimia nervosa; Eating disorders; Binge eating; Addiction; Psychology; Disordered eating; Psychiatry; Endophenotype; Cluster (spacecraft); Big Five personality traits; Personality; Obesity; Medicine; Internal medicine; Cognition","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":[0.00004679911,0.00006329495,0.000161385,0.0001956532,0.00003530843,0.000006285366,0.00002636152,0.00004705717,0.00001977844],"category_scores_gemma":[0.000005455146,0.00005916433,0.00004352877,0.0002764889,0.00002098703,0.00002871187,0.0000103666,0.00001737426,7.863598e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002090711,"about_ca_system_score_gemma":0.000003745048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002248069,"about_ca_topic_score_gemma":0.0005160744,"domain_scores_codex":[0.9995173,0.00001881591,0.0001394543,0.0001908386,0.00003095044,0.0001025993],"domain_scores_gemma":[0.9997017,0.0000661553,0.00007057346,0.0001246646,0.00001397799,0.00002290894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003403975,0.0003323296,0.9780174,0.000006367977,0.0001799135,1.579802e-8,0.001263329,0.00001087407,0.00005321568,0.0003037036,0.00001308005,0.01978571],"study_design_scores_gemma":[0.001525562,0.0007372164,0.996085,0.000009643702,0.0003428166,1.341746e-7,0.000675483,0.0002322304,0.000004037028,0.0001829311,0.0001503822,0.00005457223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986349,0.0002553269,0.0001329728,0.00005504943,0.0000476763,0.0004377105,0.0000558201,0.000008433419,0.0003720997],"genre_scores_gemma":[0.9995527,0.00004694935,0.0001372269,0.00001440795,0.000003264315,0.00009285792,0.000053235,0.000005924853,0.00009346949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01973114,"threshold_uncertainty_score":0.2412651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778854035906667,"score_gpt":0.3099295046246746,"score_spread":0.2921409642656079,"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."}}