{"id":"W2912965119","doi":"10.1111/cob.12299","title":"Sustained behaviour change in healthy eating to improve obesity outcomes: It is time to abandon willpower to appreciate wanting","year":2019,"lang":"en","type":"article","venue":"Clinical Obesity","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Valeant Pharmaceuticals International","keywords":"Overweight; Medicine; Psychological intervention; Distress; Emotional eating; Healthy eating; Weight management; Obesity; Quality of life (healthcare); Intervention (counseling); Food craving; Behaviour change; Clinical psychology; Psychiatry; Eating behavior; Craving; Addiction; Nursing; Physical therapy; Physical activity","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":[0.01228658,0.0002178471,0.0006226339,0.0003942805,0.001187334,0.001875616,0.0008897977,0.0010217,0.002907657],"category_scores_gemma":[0.0236202,0.0001336704,0.000416278,0.0005024748,0.001592676,0.001433762,0.001778933,0.002847657,0.0002745735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003883392,"about_ca_system_score_gemma":0.01725888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09309022,"about_ca_topic_score_gemma":0.1878816,"domain_scores_codex":[0.9958808,0.001812065,0.0001854856,0.0001490107,0.001470981,0.0005016573],"domain_scores_gemma":[0.9925709,0.003198253,0.0006860439,0.0004211634,0.001202255,0.001921311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003531132,0.001841302,0.04210302,0.001408016,0.0002178197,0.0001554987,0.008536009,0.0002656918,0.000721649,0.004295343,0.02086385,0.9192387],"study_design_scores_gemma":[0.0008559677,0.006316457,0.7234672,0.01372715,0.000530122,0.0005492611,0.02322921,0.001691362,0.001638693,0.02092166,0.2068632,0.0002098034],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4672051,0.06909755,0.007960047,0.4030366,0.003420721,0.001406119,0.000478124,0.0004241042,0.04697157],"genre_scores_gemma":[0.9287642,0.01886737,0.01409236,0.03211878,0.001073755,0.0009276822,0.0001679063,0.00007632944,0.003911692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09309022,"threshold_uncertainty_score":0.1850968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04770781207083439,"score_gpt":0.4080415867846344,"score_spread":0.3603337747138,"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."}}