{"id":"W2298515629","doi":"10.2147/amep.s101395","title":"Quality improvement teaching at medical school: a student perspective","year":2016,"lang":"en","type":"article","venue":"Advances in Medical Education and Practice","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Medical school; Perspective (graphical); Audit; Medical education; Quality (philosophy); Quality management; Medicine; Psychology; Computer science; Engineering; Management; Operations management","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":[0.01120185,0.0002824743,0.0004843775,0.00127468,0.00307639,0.009223761,0.001011197,0.01392011,0.0138047],"category_scores_gemma":[0.04774487,0.0002854156,0.0005625997,0.001349706,0.002950101,0.005003761,0.002739241,0.01230166,0.002188438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004163839,"about_ca_system_score_gemma":0.009498629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128042,"about_ca_topic_score_gemma":0.006039725,"domain_scores_codex":[0.9880435,0.006369163,0.001554023,0.0004255524,0.002397881,0.001209849],"domain_scores_gemma":[0.9145464,0.03303853,0.008973154,0.0009954538,0.01796891,0.02447755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001301407,0.0003291825,0.02264684,0.0009996698,0.00006189892,0.003221292,0.007772007,0.0001905085,0.000687318,0.01490925,0.862305,0.08674692],"study_design_scores_gemma":[0.0001542603,0.00109079,0.04472614,0.003887453,0.0001328658,0.007200444,0.03814834,0.0007999627,0.001202326,0.0122291,0.8902227,0.0002056075],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0036597,0.001827377,0.0001300637,0.9877145,0.003564271,0.000004892047,0.00002517551,0.00001251056,0.00306154],"genre_scores_gemma":[0.2332184,0.01863329,0.001015025,0.6796985,0.0572673,0.00003319055,0.00005282275,0.00004995466,0.01003159],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01392011,"threshold_uncertainty_score":0.05924177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2928012889733501,"score_gpt":0.6650093110821113,"score_spread":0.3722080221087611,"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."}}