{"id":"W3152620831","doi":"10.1111/add.15446","title":"Food addiction in a large community sample of Canadian adults: prevalence and relationship with obesity, body composition, quality of life and impulsivity","year":2021,"lang":"en","type":"article","venue":"Addiction","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Homewood Research Institute; St. Joseph’s Healthcare Hamilton","funders":"Peter Boris Centre for Addictions Research","keywords":"Impulsivity; Addiction; Obesity; Food addiction; Psychology; Quality of life (healthcare); Medicine; Psychiatry; Sample (material); Gerontology; Environmental health; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005595559,0.0003684126,0.0003772186,0.001443174,0.002565064,0.0008746905,0.0007545041,0.0004604707,0.001795104],"category_scores_gemma":[0.001018723,0.0003970965,0.0004178671,0.002905994,0.0005472706,0.0002668361,0.000592311,0.0004850617,0.0002028935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008605656,"about_ca_system_score_gemma":0.008129994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9824011,"about_ca_topic_score_gemma":0.9884285,"domain_scores_codex":[0.9995253,0.00002594207,0.00002657536,0.00008116152,0.0002281612,0.0001128386],"domain_scores_gemma":[0.9993495,0.00003123253,0.0001161022,0.00002287687,0.0002993227,0.0001808482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000436445,0.00004671983,0.9960685,0.00002462009,0.00003515567,0.00007077517,0.0005983509,0.00001758165,0.0002453809,0.00002161893,0.0004167075,0.002411077],"study_design_scores_gemma":[0.000003482861,0.00001571988,0.999185,0.00000696174,0.000008586729,0.00004526163,0.0005018672,0.00004594175,0.00001554811,0.000004329293,0.0001636385,0.000003640506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976959,0.000271928,0.00005103074,0.00009941605,0.00000444721,0.00004293361,0.001072263,0.000004235471,0.000757799],"genre_scores_gemma":[0.9979038,0.0003613971,0.0001888952,0.0001021337,0.000004721076,0.00002576011,0.0009308961,0.000002237624,0.0004801305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01759893,"threshold_uncertainty_score":0.06243873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02892108122268773,"score_gpt":0.2974710250826684,"score_spread":0.2685499438599807,"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."}}