{"id":"W2888114097","doi":"10.1002/oby.22218","title":"Correlates of Weight‐Loss Methods Among Young Adults in Canada","year":2018,"lang":"en","type":"article","venue":"Obesity","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; University of Waterloo; Public Health Agency; Public Health Agency of Canada","keywords":"Weight loss; Overweight; Obesity; Medicine; Demography; Health literacy; Young adult; Gerontology; Body mass index; Health care","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00200012,0.0001335636,0.0003767274,0.00008694294,0.000595363,0.000002619466,0.0002359757,0.0002151264,0.002130983],"category_scores_gemma":[0.0007538074,0.0001234997,0.00003184799,0.000308183,0.0001317274,0.0002451733,0.0001406665,0.0008167231,0.0001969418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005720302,"about_ca_system_score_gemma":0.002568557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9821045,"about_ca_topic_score_gemma":0.9975368,"domain_scores_codex":[0.9968159,0.001492669,0.0006336801,0.0002676336,0.000233565,0.0005565628],"domain_scores_gemma":[0.9971844,0.001556528,0.0004706729,0.0003424,0.0002300125,0.0002159727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001081897,0.00006475218,0.9909733,0.000473329,0.000009231629,0.00001088762,0.003350537,6.846041e-7,0.000007861723,0.0004879268,0.003693699,0.000819635],"study_design_scores_gemma":[0.0006182985,0.00005046191,0.989143,0.0004072759,0.00001444355,0.000001111704,0.002092493,0.0003513005,0.0001541395,0.0004417436,0.006605193,0.0001205301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785877,0.0002155353,0.0002000967,0.0004477164,0.001738906,0.0004636517,0.00001816559,0.00002818419,0.01830004],"genre_scores_gemma":[0.9952604,0.0001661463,0.002732024,0.0004487144,0.0002444941,0.00002388381,0.000006027023,0.00001341018,0.00110497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719507,"threshold_uncertainty_score":0.9987812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03516389972079875,"score_gpt":0.4223518584704306,"score_spread":0.3871879587496319,"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."}}