{"id":"W4385490764","doi":"10.1016/j.ssmph.2023.101481","title":"Bridging ethics and epidemiology: Modelling ethical standards of health equity","year":2023,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Canada Research Chairs; Trillium Health Centre; University of Toronto","funders":"Western University","keywords":"Health equity; Psychological intervention; Population health; Overweight; Population; Equity (law); Social determinants of health; Environmental health; Gerontology; Obesity; Psychology; Medicine; Public health; Nursing; Political science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03742121,0.001352895,0.001248013,0.002812534,0.002219815,0.007393118,0.003676922,0.004837336,0.005954029],"category_scores_gemma":[0.1268816,0.001241603,0.002160023,0.002707985,0.008340194,0.006235867,0.006320414,0.00479625,0.0004493356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01088401,"about_ca_system_score_gemma":0.01365049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03735184,"about_ca_topic_score_gemma":0.02490295,"domain_scores_codex":[0.9651671,0.02981045,0.0007140247,0.001643814,0.001500164,0.00116449],"domain_scores_gemma":[0.8439855,0.137009,0.008091866,0.005229625,0.003817328,0.001866847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009153491,0.0001435048,0.01293601,0.0003029019,0.0001589762,0.0002450703,0.004186417,0.2504755,0.0001557104,0.711872,0.00244553,0.01698689],"study_design_scores_gemma":[0.00007156841,0.00005499684,0.001630129,0.0002244901,0.00005641478,0.00006820411,0.0009460636,0.230859,0.0001060039,0.7570705,0.008860133,0.00005258997],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1083608,0.002053734,0.784165,0.03536589,0.0003653596,0.001216264,0.001434205,0.0003058062,0.06673284],"genre_scores_gemma":[0.7867866,0.001351171,0.202198,0.001638407,0.0001857121,0.002076069,0.0004664982,0.0001115437,0.005186053],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03742121,"threshold_uncertainty_score":0.1979046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5628668123779882,"score_gpt":0.6511424729523986,"score_spread":0.08827566057441039,"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."}}