{"id":"W7070901517","doi":"","title":"SAFE QI &amp;amp;ndash; a framework to overcome the challenges of implementing a quality improvement curriculum into a residency program","year":2017,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Curriculum; Subspecialty; Deliverable; Quality management; Quality (philosophy); Medical school; Curriculum mapping; Curriculum development","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04327741,0.001654345,0.0007202066,0.006020473,0.004712546,0.007849629,0.004706518,0.003745963,0.004146854],"category_scores_gemma":[0.02776308,0.001036198,0.001402132,0.002438961,0.007597107,0.0070844,0.01193168,0.005926958,0.001558543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01542393,"about_ca_system_score_gemma":0.07471873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.032398,"about_ca_topic_score_gemma":0.05929701,"domain_scores_codex":[0.9717781,0.01862546,0.001902399,0.001277419,0.004524288,0.001892284],"domain_scores_gemma":[0.9710273,0.0110183,0.00244229,0.001024287,0.006401367,0.008086411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001236603,0.001720262,0.01284777,0.002479493,0.0001035218,0.001109697,0.01785296,0.02276483,0.00201582,0.4302253,0.09336594,0.4153906],"study_design_scores_gemma":[0.0002695832,0.001300278,0.01201304,0.009244855,0.0001515927,0.001174923,0.01895209,0.07548778,0.003257081,0.1726311,0.7050287,0.0004889595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02069171,0.004089572,0.8093523,0.09570998,0.001454531,0.005606315,0.0004116254,0.004291396,0.05839255],"genre_scores_gemma":[0.05989619,0.001247312,0.9291419,0.003000743,0.0001354528,0.001920296,0.0003004837,0.0001441751,0.004213364],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04327741,"threshold_uncertainty_score":0.2288756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201275499518281,"score_gpt":0.3622157476511639,"score_spread":0.3402029926559811,"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."}}