{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001917152,0.0002437354,0.0006544592,0.001448924,0.001116723,0.001070951,0.0006102587,0.000300533,0.0008895505],"category_scores_gemma":[0.003598675,0.0002073156,0.0004805308,0.001364129,0.0006005613,0.0007886901,0.001468768,0.0005252914,0.00007573644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141129,"about_ca_system_score_gemma":0.002053283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008316647,"about_ca_topic_score_gemma":0.0186988,"domain_scores_codex":[0.9991043,0.0004518424,0.00007019245,0.0001128307,0.00014646,0.0001143707],"domain_scores_gemma":[0.9987268,0.0003800514,0.0002958034,0.00009345572,0.0001794866,0.0003242584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004677611,0.0003179577,0.9367777,0.0001118317,0.0001512151,0.0001931739,0.002403694,0.0004229684,0.00100948,0.0007650033,0.0005273866,0.05685196],"study_design_scores_gemma":[0.00002443407,0.0001842249,0.9917863,0.00004985696,0.00005049587,0.0002653816,0.0048048,0.001524371,0.00009025115,0.0009419843,0.0002627469,0.0000152375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976366,0.0004763993,0.0006146737,0.0003787868,0.00000752938,0.0000713667,0.00005977087,0.000009381508,0.0007455711],"genre_scores_gemma":[0.9980885,0.000193428,0.001417046,0.00002724601,0.000005784262,0.00004568265,0.0001256997,0.000003832377,0.00009264489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008316647,"threshold_uncertainty_score":0.01653647,"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."}}