{"id":"W2039378647","doi":"10.1186/1472-6920-13-73","title":"Accreditation in a Sub Saharan Medical School: a case study at Makerere University","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Innovations in Medical Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Accreditation; Accountability; Workforce; Medical education; Quality assurance; Citizen journalism; Social accounting; Medicine; Social responsibility; Public relations; Political science; Business; Accounting; External quality assessment","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0068029,0.0006624205,0.0006913788,0.002386493,0.02937515,0.00607221,0.002342593,0.005121233,0.005894878],"category_scores_gemma":[0.01243665,0.0009993293,0.0005091708,0.003015676,0.006256188,0.002569718,0.005907497,0.005263633,0.0006973987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008844746,"about_ca_system_score_gemma":0.009885636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01455948,"about_ca_topic_score_gemma":0.04167056,"domain_scores_codex":[0.9904712,0.005534006,0.0002530912,0.0003616591,0.0007934594,0.002586452],"domain_scores_gemma":[0.9870323,0.00488409,0.001426208,0.0002658455,0.0008389665,0.005552599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000134503,0.002324973,0.06289048,0.0005738752,0.00004461482,0.1000936,0.7911655,0.0005609309,0.001065116,0.007048414,0.005224975,0.02887294],"study_design_scores_gemma":[0.00001508986,0.0004847648,0.01744349,0.0003170318,0.00001930115,0.009074898,0.9524853,0.0003735312,0.0004570691,0.0006243935,0.01866583,0.00003929069],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907766,0.0005600941,0.0005334879,0.004430037,0.00006128284,0.0001212395,0.00001774444,0.00001153546,0.003487982],"genre_scores_gemma":[0.9950173,0.0007269232,0.0007340054,0.001314023,0.00003931507,0.00006323351,0.00001103959,0.00001200738,0.002082194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937515,"threshold_uncertainty_score":0.06417346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02164618143016322,"score_gpt":0.3406148309382245,"score_spread":0.3189686495080613,"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."}}