{"id":"W3091099363","doi":"10.1377/hlthaff.2020.00920","title":"Measuring Equity From The Start: Disparities In The Health Development Of US Kindergartners","year":2020,"lang":"en","type":"article","venue":"Health Affairs","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health equity; Early childhood; Ethnic group; Gerontology; Population health; Child development; Psychology; Population; Health care; Economic growth; Environmental health; Medicine; Political science; Developmental psychology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001662635,0.0001888376,0.0001814165,0.001263843,0.0007924772,0.0008674043,0.0003738398,0.0002029583,0.001299907],"category_scores_gemma":[0.004673025,0.0001352608,0.0002170555,0.001796145,0.0005164564,0.0008904923,0.002094025,0.0006339952,0.000124414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001385644,"about_ca_system_score_gemma":0.002124153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08501605,"about_ca_topic_score_gemma":0.1956518,"domain_scores_codex":[0.9991949,0.0001962442,0.00007354851,0.0001185979,0.0001949573,0.0002217185],"domain_scores_gemma":[0.9988309,0.0002786093,0.0004523944,0.00009986916,0.0001823269,0.0001560331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000845688,0.00002057431,0.99198,0.000008675249,0.00001252306,0.00000823016,0.0008819402,0.00007523603,0.0000439692,0.0001584881,0.0002180247,0.006583899],"study_design_scores_gemma":[8.961237e-7,0.00001807393,0.9969366,0.00001793143,0.00000722243,0.000008982838,0.00235807,0.00007574837,0.00009317209,0.0001230208,0.0003580962,0.000002281794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997752,0.00016053,0.0002107703,0.0001900028,0.000005166569,0.00001356877,0.0004432751,0.000003537604,0.001221185],"genre_scores_gemma":[0.9990547,0.0001236714,0.0002383674,0.00005097588,0.000002602544,0.00001972442,0.000330311,0.000001672399,0.0001778753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08501605,"threshold_uncertainty_score":0.1690424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4781724893294938,"score_gpt":0.4731833708179221,"score_spread":0.004989118511571744,"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."}}