{"id":"W4205706002","doi":"10.1377/hlthaff.2021.01150","title":"The ACA Medicaid Expansion And Perinatal Insurance, Health Care Use, And Health Outcomes: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Health Affairs","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":80,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Medicaid; Medicine; Attendance; Ethnic group; Prenatal care; Health care; Family medicine; Health insurance; Pregnancy; Environmental health; Demography; Population","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.006639566,0.0006729754,0.00610189,0.000401565,0.00158191,0.000161028,0.0005119508,0.0001671569,0.00003434973],"category_scores_gemma":[0.0006850476,0.0005148709,0.0003714694,0.0005938082,0.0001219317,0.0001977372,0.0004590849,0.0009748164,0.00004901135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001725238,"about_ca_system_score_gemma":0.001591029,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006668825,"about_ca_topic_score_gemma":0.001695836,"domain_scores_codex":[0.9924606,0.0009477049,0.004042336,0.001084995,0.0002403124,0.001224026],"domain_scores_gemma":[0.9936094,0.0006673432,0.003607991,0.001180139,0.00002955434,0.0009056038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001259564,0.00001714543,0.00003255011,0.8313593,0.00007616779,0.000003369491,0.0007969107,2.682488e-8,4.303509e-12,0.02167549,0.005581481,0.1404563],"study_design_scores_gemma":[0.000226104,0.0002617412,0.00009750111,0.1447651,0.00002850081,0.00004760615,0.0008156588,0.000001968802,8.203734e-11,0.0000768419,0.8533695,0.0003094852],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[5.007945e-7,0.9437736,0.00002377278,0.04590061,0.0006764255,0.008169236,0.001093206,0.00008035307,0.0002823581],"genre_scores_gemma":[0.0001025671,0.9787646,0.0001215963,0.0183471,0.00007324437,0.002057508,0.0001939676,0.0001013323,0.0002381158],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.847788,"threshold_uncertainty_score":0.9999459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466228563849681,"score_gpt":0.3718330750683104,"score_spread":0.2252102186833423,"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."}}