{"id":"W4224248891","doi":"10.1016/j.eclinm.2022.101408","title":"Pervasiveness, impact and implications of weight stigma","year":2022,"lang":"en","type":"review","venue":"EClinicalMedicine","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Johnson and Johnson; National Institute for Health and Care Research; Canadian Medical Association; Public Health England; Rosetrees Trust; Novo Nordisk","keywords":"Stigma (botany); Medicine; Weight stigma; Mental health; Inclusion (mineral); Psychiatry; Environmental health; Public relations; Gerontology; Social psychology; Psychology; Political science; Obesity","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003828488,0.0003748115,0.001266165,0.001890712,0.0004318474,0.002229021,0.0005376309,0.001129758,0.003529238],"category_scores_gemma":[0.01225528,0.0002860217,0.001226512,0.001790827,0.0010808,0.001382461,0.001231346,0.001412889,0.0002477149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123391,"about_ca_system_score_gemma":0.003914524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998237,"about_ca_topic_score_gemma":0.01023353,"domain_scores_codex":[0.9974718,0.001087951,0.0004009924,0.0002512891,0.0006750972,0.0001130112],"domain_scores_gemma":[0.9890853,0.00894931,0.001023317,0.0001648627,0.0006522815,0.0001250026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008732326,0.00004848402,0.001985984,0.1280656,0.001118386,0.0001432352,0.0006805502,0.0002114581,0.0002712753,0.01035718,0.006762282,0.8502682],"study_design_scores_gemma":[0.00006984346,0.0002321577,0.02175693,0.3686831,0.00433718,0.002914798,0.003958229,0.0002841473,0.0007387244,0.01721347,0.5797228,0.00008860901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006504267,0.9957107,0.0001034498,0.001826295,0.0001547483,0.00001072181,0.0000300163,0.00000148759,0.001512174],"genre_scores_gemma":[0.01007644,0.9886513,0.0002284194,0.000693369,0.0001442988,0.00001463601,0.00002350237,0.000001613674,0.0001665209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004998237,"threshold_uncertainty_score":0.02024716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.362535633243514,"score_gpt":0.6317765195876865,"score_spread":0.2692408863441726,"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."}}