{"id":"W2065056353","doi":"10.1007/s00268-012-1731-9","title":"Designing a Contextually Appropriate Surgical Training Program in Low‐resource Settings: The Botswana Experience","year":2012,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Global Health and Surgery","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Subspecialty; Logbook; Curriculum; Population; Vascular surgery; Medical education; Surgery; General surgery; Family medicine; Cardiac surgery","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":[0.003154756,0.00035223,0.0001109919,0.0005506609,0.003399639,0.001198479,0.001249227,0.0006838884,0.003475587],"category_scores_gemma":[0.005063584,0.0003307825,0.0001653881,0.0005547344,0.001819247,0.0009874569,0.003956568,0.001141484,0.0003359093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005469355,"about_ca_system_score_gemma":0.01602906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0109643,"about_ca_topic_score_gemma":0.05577433,"domain_scores_codex":[0.9986884,0.0007147776,0.00004036527,0.00006313634,0.00006124312,0.0004321986],"domain_scores_gemma":[0.9968334,0.0009354036,0.0002509784,0.0001354175,0.0002098815,0.001634995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004129013,0.005017742,0.2288026,0.002258142,0.00004394733,0.01712744,0.3789856,0.005220789,0.02818225,0.007935107,0.01312945,0.312884],"study_design_scores_gemma":[0.0003105205,0.003693374,0.2095156,0.002400413,0.00006728959,0.003596549,0.6053481,0.003257554,0.00671348,0.005023335,0.1599364,0.0001375591],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898813,0.000190429,0.002212512,0.002868643,0.00007512678,0.0004426799,0.00004163842,0.00004401662,0.004243662],"genre_scores_gemma":[0.9814233,0.0003896353,0.01415377,0.001104042,0.0000164771,0.0004284334,0.0000777309,0.00002314936,0.002383471],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109643,"threshold_uncertainty_score":0.0396831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0574095826950824,"score_gpt":0.3251715950036794,"score_spread":0.267762012308597,"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."}}