{"id":"W4406884579","doi":"10.1186/s12909-025-06722-w","title":"Residency training programs to support residents working in First Nations, Inuit, and Métis communities","year":2025,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; University of Alberta","funders":"University of Alberta; Royal College of Physicians and Surgeons of Canada","keywords":"Medical education; Training (meteorology); Residency training; MEDLINE; Medicine; Political science; Geography; Continuing education","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002841997,0.0002532013,0.0001874193,0.000423199,0.007641045,0.001623369,0.001673104,0.0009188688,0.01274191],"category_scores_gemma":[0.00715828,0.0001761069,0.0002408313,0.0004778343,0.001683939,0.0009795718,0.005325886,0.001368542,0.000648103],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007121537,"about_ca_system_score_gemma":0.08458966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2285328,"about_ca_topic_score_gemma":0.6502209,"domain_scores_codex":[0.9977113,0.0006928824,0.00003990184,0.00007570262,0.0002570466,0.001223262],"domain_scores_gemma":[0.9894275,0.0006163796,0.0005380036,0.0001243105,0.001001606,0.008292155],"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":[0.0002389424,0.001939597,0.2174954,0.002829222,0.00006406468,0.004599911,0.2280422,0.0007998976,0.006771802,0.006374175,0.134022,0.3968228],"study_design_scores_gemma":[0.00008831119,0.001122522,0.2875161,0.002722592,0.00006330533,0.001993916,0.4331025,0.0007388981,0.00148671,0.001866607,0.2692104,0.00008818166],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025232,0.002430207,0.002204003,0.04136346,0.001057241,0.0006660117,0.0002552783,0.0001699726,0.04933062],"genre_scores_gemma":[0.9745041,0.001625446,0.006619325,0.006296351,0.0001351947,0.0003583897,0.000211597,0.00002569086,0.01022384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928784,"threshold_uncertainty_score":0.4544052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999367961414854,"score_gpt":0.3813175457138789,"score_spread":0.3313238660997304,"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."}}