{"id":"W4410696468","doi":"10.1111/cfs.13314","title":"Care Providers of Indigenous Children and Youth in the Child Welfare System: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Child & Family Social Work","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"Social Sciences and Humanities Research Council of Canada; University of Lethbridge","keywords":"Indigenous; Welfare system; Welfare; Social work; Foster care; Psychology; Sociology; Developmental psychology; Nursing; Medicine; Economic growth; Political science; Economics","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001607641,0.0004870897,0.002067355,0.0002672708,0.01440587,0.0001179757,0.0009484623,0.0006154187,0.000006245594],"category_scores_gemma":[0.00002547242,0.0003412165,0.0004923597,0.002381429,0.0004250034,0.0001018979,0.00001330608,0.0008632482,0.000007167568],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005540948,"about_ca_system_score_gemma":0.01205198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04288168,"about_ca_topic_score_gemma":0.1501559,"domain_scores_codex":[0.9949265,0.001957288,0.001130751,0.0006073224,0.0006209532,0.0007571474],"domain_scores_gemma":[0.9982713,0.0001834373,0.0008667188,0.000412737,0.0001588843,0.0001068494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00000247907,0.00006157569,0.00008392867,0.2069376,0.00007837258,0.000002082923,0.6920848,3.692134e-8,1.858045e-11,0.01211115,0.00004847376,0.08858953],"study_design_scores_gemma":[0.0001284922,0.00002048353,0.00072654,0.555642,0.00104023,0.000003254357,0.06509235,6.697171e-10,3.444731e-9,0.000008341553,0.3769293,0.0004089439],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009560386,0.9201913,3.796404e-7,0.0002800237,0.0006039221,0.0106735,0.000155602,0.00006194101,0.06793775],"genre_scores_gemma":[0.001172744,0.997007,0.000009191521,0.0001771237,0.001055072,0.00008225293,0.0003762719,0.00004002936,0.00008037935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6269925,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107394423489299,"score_gpt":0.3252557191039327,"score_spread":0.3041817748690397,"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."}}