{"id":"W4408695066","doi":"10.3389/fpubh.2025.1495197","title":"What is known about Indigenous women’s dissatisfaction of Birthing experiences in mainstream maternity hospitals in Australia, Aotearoa, Canada, US, Kalaallit Nunaat and Sápmi? A systematic scoping review","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aotearoa; Inclusion (mineral); Indigenous; Nursing; Mainstream; Cultural safety; Medicine; Maternity care; Health care; Childbirth; Psychology; Sociology; Gender studies; Pregnancy; Social psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01511272,0.0007960462,0.00434186,0.009882719,0.001351098,0.0045949,0.001570933,0.002128654,0.00276803],"category_scores_gemma":[0.06875938,0.0009586379,0.004353597,0.01159587,0.00168172,0.003282528,0.001989827,0.001397095,0.0001830672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005750724,"about_ca_system_score_gemma":0.03412338,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06285547,"about_ca_topic_score_gemma":0.1517355,"domain_scores_codex":[0.9890692,0.003896012,0.003405276,0.0008202505,0.002274733,0.0005346102],"domain_scores_gemma":[0.9444939,0.04063673,0.008320158,0.000787359,0.005172411,0.0005894589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009360696,0.00002556606,0.003628443,0.9085922,0.003590192,0.0001831035,0.004683984,0.00007841073,0.0001361033,0.000496289,0.001709979,0.07678206],"study_design_scores_gemma":[0.00003084215,0.0001019379,0.01003579,0.9553967,0.01183944,0.0003495598,0.004481587,0.00004698701,0.0001088607,0.0002476957,0.01732795,0.00003270467],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004231164,0.9933727,0.0001351454,0.0009253018,0.0001597521,0.0002142258,0.0003146727,0.00000469562,0.0006424533],"genre_scores_gemma":[0.03931819,0.9579582,0.0005785502,0.001103358,0.00009973392,0.000567799,0.0002091419,0.000005818279,0.0001591568],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371445,"threshold_uncertainty_score":0.1249793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02572681526629112,"score_gpt":0.3404225486469153,"score_spread":0.3146957333806242,"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."}}