{"id":"W3194894506","doi":"10.1002/eat.23595","title":"Prevalence and correlates of weight gain attempts across five countries","year":2021,"lang":"en","type":"article","venue":"International Journal of Eating Disorders","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Weight gain; Demography; Body mass index; Logistic regression; Ethnic group; Odds ratio; Odds; Medicine; Gerontology; Psychology; Body weight; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009190688,0.00008071776,0.0001990857,0.00006063,0.000283778,0.00001926689,0.0001902016,0.00009190827,0.000516053],"category_scores_gemma":[0.00139029,0.0000722516,0.00005447517,0.00006477466,0.0001043083,0.0003932083,0.0001110663,0.000496938,0.00002173322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005354209,"about_ca_system_score_gemma":0.000356026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001414444,"about_ca_topic_score_gemma":0.0004742527,"domain_scores_codex":[0.998296,0.0003067054,0.0006950313,0.0001062295,0.0004081565,0.0001878791],"domain_scores_gemma":[0.9957518,0.001998181,0.001133384,0.00007169277,0.0009835357,0.00006142667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001236944,0.00006594879,0.9845265,0.0004321255,0.00009625039,0.00001634785,0.01195031,0.00004646116,0.00005158691,0.0008449979,0.0007740415,0.00107176],"study_design_scores_gemma":[0.002150786,0.0002139174,0.9537821,0.004551549,0.00005744446,0.00005799767,0.02140533,0.0004417896,0.00007378582,0.003764361,0.01333741,0.0001634615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910261,0.003014569,0.0002272952,0.002641089,0.001372947,0.00009100455,0.00003626998,0.000006621997,0.001584088],"genre_scores_gemma":[0.9911026,0.005887327,0.0007263741,0.0007897458,0.0002402423,0.000002883673,0.000003003863,0.000008585439,0.001239259],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03074431,"threshold_uncertainty_score":0.5650418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538507949956632,"score_gpt":0.4318646668313595,"score_spread":0.4064795873317932,"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."}}