{"id":"W4415298033","doi":"10.2147/amep.s542705","title":"Advancing Rural Generalist Training: The Northern Regional Integrated Clerkship, a Blended Longitudinal Integrated Clerkship Innovation in Northern British Columbia","year":2025,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Accreditation; Indigenous; Curriculum; Rural area; Circumpolar star; Mandate; Equity (law); Rural health; Generalist and specialist species; Accountability","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":[0.00164263,0.0001863481,0.0001463117,0.0002820879,0.003363834,0.001705451,0.001007251,0.0005739718,0.004607647],"category_scores_gemma":[0.001393973,0.0002072348,0.0001679521,0.0003213793,0.0009239431,0.0005650909,0.003095097,0.00120018,0.0007786175],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008104008,"about_ca_system_score_gemma":0.04275918,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2462778,"about_ca_topic_score_gemma":0.7373314,"domain_scores_codex":[0.99923,0.0002135628,0.00001893965,0.00007641965,0.0001635638,0.0002974947],"domain_scores_gemma":[0.9971187,0.000066883,0.00005698177,0.00004499056,0.0002228908,0.002489644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007227369,0.003399265,0.0800209,0.0006575231,0.0000381735,0.00370409,0.03861409,0.001270462,0.01206149,0.00253486,0.08341684,0.7735597],"study_design_scores_gemma":[0.0004630643,0.003366143,0.5423349,0.001045515,0.00004414482,0.004206463,0.08502472,0.003126221,0.002735828,0.001793435,0.3556329,0.0002266242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546715,0.002184782,0.002339784,0.01156835,0.0005174442,0.0005594479,0.0001312761,0.0002555817,0.02777176],"genre_scores_gemma":[0.9313456,0.002407124,0.01417667,0.003946084,0.0001268324,0.0003235341,0.000282479,0.00009449507,0.04729733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.991896,"threshold_uncertainty_score":0.4896886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04180075588598697,"score_gpt":0.4513615053796056,"score_spread":0.4095607494936186,"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."}}