{"id":"W2588937149","doi":"10.1503/cmaj.160975","title":"Weight-related stigma and health policy","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto; Toronto Metropolitan University; University Health Network","funders":"University of Toronto; Canada Research Chairs; Obesity Canada; University of Alberta","keywords":"Stigma (botany); Weight stigma; Social stigma; Obesity; Health equity; Medicine; Psychiatry; Psychology; Environmental health; Public health; Overweight; Family medicine; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007842995,0.00009962955,0.0002724962,0.0002041244,0.01014307,0.0001070751,0.0003074681,0.0006295647,0.007583266],"category_scores_gemma":[0.007284965,0.00008998311,0.00003913822,0.00007913048,0.00006458451,0.0004083471,0.00004867982,0.002894076,0.001118034],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195001,"about_ca_system_score_gemma":0.02193856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1536732,"about_ca_topic_score_gemma":0.4963228,"domain_scores_codex":[0.9966905,0.00081817,0.0006527664,0.0001447856,0.0007840856,0.0009096875],"domain_scores_gemma":[0.9941788,0.0004277565,0.001265283,0.0001824877,0.0002905761,0.003655059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004705521,0.00001594102,0.5087601,0.00007767881,0.00005495055,0.00008360391,0.00230628,7.930799e-8,2.179477e-7,0.01077929,0.4084377,0.0694795],"study_design_scores_gemma":[0.0006731611,0.00002521912,0.4492779,0.000186643,0.000004686438,0.00003082468,0.0004488506,0.00002973725,4.994428e-8,0.001290184,0.547977,0.00005574798],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05804249,0.0006351836,0.00001301572,0.8954908,0.00220982,0.0002291854,0.00002225301,0.00002356082,0.04333374],"genre_scores_gemma":[0.8243951,0.006519904,0.0001731595,0.1459978,0.008510155,0.00001292364,0.00000875453,0.00003036963,0.01435193],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7663525,"threshold_uncertainty_score":0.9996597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05008490159553085,"score_gpt":0.4535082094179156,"score_spread":0.4034233078223847,"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."}}