{"id":"W7162967867","doi":"","title":"Recruitment of Indigenous Students to Canadian Physician Assistant Programs: Challenges, Opportunities, and Pathways Forward","year":2025,"lang":"en","type":"article","venue":"Mspace (University of Manitoba)","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"","keywords":"Indigenous; Thematic analysis; Inclusion (mineral); Health care; Grey literature; Commission; Cultural safety; Referral","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":[0.03285103,0.0004900988,0.001222313,0.005283539,0.01222553,0.01082296,0.0035303,0.002198806,0.008722604],"category_scores_gemma":[0.08011051,0.0004888806,0.001339145,0.01285821,0.005737734,0.004958225,0.007654989,0.002929961,0.0006051619],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05165292,"about_ca_system_score_gemma":0.3357382,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8084414,"about_ca_topic_score_gemma":0.9218484,"domain_scores_codex":[0.978247,0.007778038,0.001661922,0.001075795,0.006588281,0.004648981],"domain_scores_gemma":[0.9338532,0.031278,0.006294173,0.001115542,0.02019721,0.007261967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003765623,0.0001841821,0.04771128,0.1127545,0.0003738165,0.002607096,0.1414373,0.0005777603,0.0008139806,0.02467269,0.08115239,0.5873384],"study_design_scores_gemma":[0.0001104264,0.0002711013,0.09381019,0.1889782,0.0006344772,0.001209766,0.3181284,0.0005940783,0.0005837989,0.009586816,0.3858707,0.0002221114],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1605733,0.3771988,0.005347472,0.347121,0.004658593,0.003373121,0.00372683,0.0001975864,0.09780332],"genre_scores_gemma":[0.5069013,0.4292616,0.01659296,0.03247187,0.001119131,0.002466442,0.001631141,0.00008301195,0.009472626],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9483471,"threshold_uncertainty_score":0.3853734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1470676470647911,"score_gpt":0.3536854511850953,"score_spread":0.2066178041203042,"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."}}