{"id":"W190599372","doi":"","title":"Using CanMEDS to guide international health electives: an enriching experience in Uganda defined for a Canadian surgery resident.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Global Health and Surgery","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Medical education; Health care; Nursing; Family medicine; Economic growth","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":[0.002066636,0.0005031715,0.0002139689,0.0006600434,0.01203263,0.001756105,0.001460172,0.001431176,0.007861994],"category_scores_gemma":[0.006032356,0.0004343764,0.0004427367,0.000591123,0.004525093,0.001271761,0.004203437,0.002951472,0.001173649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01147353,"about_ca_system_score_gemma":0.04264685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3874824,"about_ca_topic_score_gemma":0.8184348,"domain_scores_codex":[0.998579,0.0004741001,0.00004286282,0.0000806448,0.0002598501,0.000563505],"domain_scores_gemma":[0.9947923,0.0003329123,0.0001981076,0.00007175838,0.0006157533,0.003989135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001659949,0.0006065433,0.03723441,0.0007901858,0.00002360904,0.02805286,0.5257309,0.0006766073,0.005251636,0.00723213,0.2286053,0.1656298],"study_design_scores_gemma":[0.0000163169,0.0002462421,0.01861929,0.0005064239,0.00001128427,0.01246311,0.4133612,0.0003519601,0.0006956914,0.00113118,0.5524302,0.0001671881],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8000352,0.007750757,0.007510418,0.08389758,0.003926812,0.0005595658,0.0005663578,0.00039555,0.09535778],"genre_scores_gemma":[0.8550766,0.005787613,0.03458509,0.01356476,0.0003054918,0.0001717079,0.0002802009,0.000197275,0.09003128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3874824,"threshold_uncertainty_score":0.770454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1306440231278452,"score_gpt":0.3673030896917632,"score_spread":0.2366590665639181,"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."}}