{"id":"W4406605326","doi":"10.1080/17441692.2025.2452195","title":"Parallel systems in healthcare: Addressing Indigenous health equity in Canada","year":2025,"lang":"en","type":"article","venue":"Global Public Health","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"","keywords":"Indigenous; Health equity; Health care; Equity (law); Healthcare system; Economic growth; Political science; Medicine; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004161171,0.0002825772,0.0003373641,0.001277725,0.02430366,0.007373649,0.002205366,0.001773493,0.006830567],"category_scores_gemma":[0.007062234,0.000266501,0.0005045581,0.002286701,0.0114375,0.003109779,0.01086925,0.004782847,0.0001896273],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1669477,"about_ca_system_score_gemma":0.4135851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931524,"about_ca_topic_score_gemma":0.9968312,"domain_scores_codex":[0.9950308,0.000912868,0.00008678876,0.000247662,0.001030959,0.002690888],"domain_scores_gemma":[0.9942338,0.0007415529,0.0002249644,0.0001504408,0.001175578,0.003473595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001574293,0.0002198964,0.04647827,0.0009085133,0.0001058297,0.001797143,0.1227462,0.002076277,0.00108132,0.4715655,0.07817901,0.2746847],"study_design_scores_gemma":[0.000103749,0.0001779381,0.1097713,0.001624847,0.0001662287,0.0006361598,0.2143751,0.004289143,0.001049408,0.104687,0.5628814,0.0002378066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3225254,0.01916518,0.005397877,0.3942778,0.001263208,0.0003822178,0.0004357281,0.000155135,0.2563974],"genre_scores_gemma":[0.9561412,0.008062652,0.004205139,0.01331283,0.0001370197,0.00008266917,0.0001211289,0.00004438711,0.01789305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8330523,"threshold_uncertainty_score":0.9662226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06840522843678568,"score_gpt":0.3984982947596838,"score_spread":0.3300930663228981,"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."}}