{"id":"W2156221788","doi":"10.1016/j.jneb.2014.12.002","title":"Impact of Non-Diet Approaches on Attitudes, Behaviors, and Health Outcomes: A Systematic Review","year":2015,"lang":"en","type":"review","venue":"Journal of Nutrition Education and Behavior","topic":"Eating Disorders and Behaviors","field":"Psychology","cited_by":137,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Anthropometry; Medicine; Clinical psychology; Weight loss; Mental health; Intervention (counseling); Gerontology; Psychology; Physical therapy; Obesity; Psychiatry; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001249986,0.0004256532,0.003324825,0.0005292328,0.00006684614,0.00004318783,0.0002071679,0.0002566465,0.00008310324],"category_scores_gemma":[0.00004584726,0.0002811342,0.0007177269,0.0002790821,0.00007482798,0.0001059188,0.00002243061,0.0005051456,0.000007610513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027037,"about_ca_system_score_gemma":0.0007927981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007511535,"about_ca_topic_score_gemma":0.00000400601,"domain_scores_codex":[0.996705,0.0004265097,0.002001998,0.0002820089,0.000372543,0.0002119282],"domain_scores_gemma":[0.9956238,0.00008449637,0.003296147,0.0003706551,0.0003163406,0.000308561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001286413,0.03504229,0.005945992,0.7377262,0.0002474651,0.000008557323,0.000459844,1.013347e-8,1.726324e-7,0.00002764173,0.01392451,0.2066044],"study_design_scores_gemma":[0.001356963,0.006600419,0.03973939,0.9252627,0.01435384,0.001474385,0.001205406,4.939336e-8,2.932316e-8,0.00001003067,0.009417419,0.0005793688],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004387995,0.9918561,0.000001757212,0.0001043365,0.0005857372,0.002942477,0.00008115717,0.000007943708,0.00003248513],"genre_scores_gemma":[0.001155089,0.9971609,0.0003095033,0.00007959402,0.0001128688,0.0008234216,0.0001280829,0.00004469768,0.000185808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.206025,"threshold_uncertainty_score":0.9999641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1721650750881347,"score_gpt":0.495871361473464,"score_spread":0.3237062863853293,"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."}}