{"id":"W4256248366","doi":"10.2310/7070.2002.31820","title":"The Resident Exchange and Fellowship Program","year":2002,"lang":"en","type":"article","venue":"The Journal of Otolaryngology","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine; Medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003464798,0.0004758593,0.0003548806,0.001087158,0.005259091,0.002451859,0.001052421,0.003397917,0.09504958],"category_scores_gemma":[0.005158047,0.0003961833,0.0004637409,0.0004283358,0.0008564354,0.001697659,0.005290422,0.003201447,0.01576837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737719,"about_ca_system_score_gemma":0.02451609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003398324,"about_ca_topic_score_gemma":0.02683023,"domain_scores_codex":[0.9978224,0.0003150304,0.00005327842,0.0001492353,0.0005017217,0.001158336],"domain_scores_gemma":[0.9728405,0.0003952532,0.0003404307,0.0003394976,0.001851433,0.0242329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002648971,0.001566218,0.01768273,0.00009975318,0.00001683184,0.0007299696,0.000703685,0.0001826007,0.001536222,0.007639518,0.8159901,0.1535876],"study_design_scores_gemma":[0.0001205783,0.001016757,0.09031929,0.0001449803,0.00001507251,0.001402694,0.003490671,0.0005700114,0.0006245562,0.002126647,0.9001277,0.00004095805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1728563,0.003501253,0.002419377,0.2826864,0.05479862,0.0009247673,0.001289545,0.0005982739,0.4809255],"genre_scores_gemma":[0.1481723,0.001381699,0.001379803,0.02041774,0.006714679,0.0002783007,0.0004702509,0.0001063894,0.8210788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09504958,"threshold_uncertainty_score":0.3179725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06112105833043979,"score_gpt":0.4038555608724824,"score_spread":0.3427345025420426,"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."}}