{"id":"W4408721793","doi":"10.1080/19371918.2025.2479537","title":"Pushing for Equity, Pulling at Heartstrings: Perinatal Care Access for Uninsured Migrants","year":2025,"lang":"en","type":"article","venue":"Social Work in Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Manitoba; McGill University","funders":"Health Research","keywords":"Equity (law); Demographic economics; Health equity; Business; Nursing; Medicine; Family medicine; Psychology; Political science; Economics; Law; Public health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001785192,0.0001955969,0.000437045,0.0003155003,0.001698406,0.0001890257,0.0004089045,0.0002881927,0.0001003025],"category_scores_gemma":[0.0002678338,0.0002233037,0.0001515308,0.001165648,0.00006362765,0.0002077357,0.0001445963,0.0003011411,0.000008027508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009250219,"about_ca_system_score_gemma":0.001228158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001522977,"about_ca_topic_score_gemma":0.01197423,"domain_scores_codex":[0.9970644,0.0002375238,0.0006762034,0.0005194826,0.0001968175,0.001305558],"domain_scores_gemma":[0.9987261,0.0003842071,0.0002071218,0.0002197811,0.0002089326,0.0002538943],"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":[0.0009331148,0.0003327907,0.1171273,0.002788817,0.0001193792,0.000003343685,0.1776463,0.000008620995,0.000002055308,0.1324718,0.1016801,0.4668864],"study_design_scores_gemma":[0.004993917,0.0002157389,0.2476881,0.0002126776,0.00001266905,0.000001818727,0.01811065,0.00003326147,0.000006719116,0.003961115,0.7243799,0.0003834103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853675,0.004807965,0.006591036,0.1168446,0.004993534,0.005611152,0.0004777713,0.0002921076,0.006706791],"genre_scores_gemma":[0.993091,0.00002600268,0.0004701014,0.003604292,0.0004742182,0.0009016474,0.0002990454,0.00003385156,0.001099802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6226999,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608137637970972,"score_gpt":0.4841179946684699,"score_spread":0.3233042308713727,"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."}}