{"id":"W4414011098","doi":"10.1097/acm.0000000000006254","title":"Rural Roots Run Deeper and Reach Wider Than Expected","year":2025,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University","funders":"","keywords":"MEDLINE; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002410065,0.0004729718,0.0004633238,0.001812555,0.01039223,0.006158932,0.001309141,0.00274125,0.09878577],"category_scores_gemma":[0.007495936,0.0003821689,0.0002993602,0.001971388,0.003372515,0.004075784,0.008736906,0.004229993,0.01762825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004173115,"about_ca_system_score_gemma":0.01204419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009177376,"about_ca_topic_score_gemma":0.04476145,"domain_scores_codex":[0.9969916,0.0006690756,0.00006463087,0.0003532593,0.0005541422,0.00136713],"domain_scores_gemma":[0.9857454,0.002096048,0.0007808264,0.0005043621,0.002558061,0.008315165],"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":[0.0005470935,0.001433711,0.1275626,0.00148242,0.00009433335,0.002482421,0.09416608,0.0007595792,0.01103716,0.1593584,0.1659245,0.4351516],"study_design_scores_gemma":[0.0001237207,0.0005281964,0.1145687,0.0007288279,0.00004093055,0.0007788012,0.1626885,0.0003661362,0.001094029,0.03656697,0.6824535,0.00006168981],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3718636,0.002805698,0.007652613,0.0878732,0.002147374,0.0005729701,0.0007592299,0.0006863927,0.5256388],"genre_scores_gemma":[0.6491978,0.00101905,0.002796409,0.01865995,0.0004371273,0.0001572462,0.0002899892,0.0003138676,0.3271286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09878577,"threshold_uncertainty_score":0.3304713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04001925287957559,"score_gpt":0.4588693076152671,"score_spread":0.4188500547356915,"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."}}