{"id":"W4399281933","doi":"10.1097/phh.0000000000001891","title":"Embedding Health Equity Science at the Core of Public Health Practice","year":2024,"lang":"en","type":"article","venue":"Journal of Public Health Management and Practice","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Health equity; Public health; Public relations; Health promotion; Health policy; Equity (law); Political science; Business; Medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.160818,0.0002929401,0.0007606799,0.001184777,0.004375943,0.0004347627,0.0008594186,0.0001251567,0.0002737792],"category_scores_gemma":[0.01497907,0.0002063853,0.0001183548,0.002858534,0.000468091,0.00512722,0.001039004,0.00188641,0.00005911811],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004741191,"about_ca_system_score_gemma":0.02768558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003279785,"about_ca_topic_score_gemma":0.0002335526,"domain_scores_codex":[0.9828681,0.00751236,0.003693428,0.0006007674,0.002447086,0.002878291],"domain_scores_gemma":[0.9813053,0.008430001,0.005572794,0.0006990519,0.001740965,0.002251906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006661386,0.0003655634,0.0004005793,0.00539957,0.0001887021,0.00001049171,0.04099695,0.000009760083,0.000003106467,0.09824768,0.4722177,0.3820933],"study_design_scores_gemma":[0.0005053923,0.0006569084,0.003102731,0.0006049415,0.00003068259,0.0002290368,0.07773039,0.0005503742,1.461781e-7,0.0004063142,0.9160513,0.0001317864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.004674658,0.02380319,0.00761316,0.9294932,0.005258904,0.001603547,0.00002540183,0.00006980297,0.02745814],"genre_scores_gemma":[0.4330138,0.1281919,0.02027288,0.4025065,0.004458799,0.000170896,0.000048486,0.0001462925,0.01119041],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.5269867,"threshold_uncertainty_score":0.9990794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4435810003315833,"score_gpt":0.6186913587140291,"score_spread":0.1751103583824459,"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."}}