{"id":"W2795339097","doi":"10.1097/qmh.0000000000000164","title":"VA Quality Scholars Quality Improvement Coach Model to Facilitate Learning and Success","year":2018,"lang":"en","type":"article","venue":"Quality Management in Health Care","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Quality (philosophy); Quality management; Computer science; Process management; Engineering management; Knowledge management; Business; Engineering; Marketing; Epistemology","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":[0.005496109,0.000446074,0.0002186726,0.001573107,0.002157665,0.003066507,0.002109571,0.001499653,0.00996706],"category_scores_gemma":[0.0115756,0.0002745727,0.0005972386,0.0009150195,0.001817567,0.001965417,0.004650929,0.002016659,0.002037347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005237666,"about_ca_system_score_gemma":0.01419235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005846961,"about_ca_topic_score_gemma":0.01404136,"domain_scores_codex":[0.9901058,0.005861532,0.0003226858,0.0006255041,0.002431933,0.0006526324],"domain_scores_gemma":[0.9924425,0.002046758,0.0006420446,0.0006762284,0.002169374,0.002023026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005215137,0.003486192,0.0379638,0.0009490667,0.0001016136,0.0007047364,0.02219862,0.009757171,0.005326544,0.2115079,0.09205575,0.6154271],"study_design_scores_gemma":[0.001058133,0.004028625,0.03914203,0.001764013,0.0001835986,0.003673504,0.01914556,0.0880261,0.01240202,0.09990611,0.7304545,0.0002158635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1417778,0.001825309,0.4592276,0.05496471,0.001901716,0.003846264,0.0003264008,0.002743174,0.3333871],"genre_scores_gemma":[0.6996148,0.001066943,0.2097958,0.004879232,0.0002706648,0.003651074,0.0003318495,0.000197952,0.08019175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00996706,"threshold_uncertainty_score":0.03800213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2904815625598478,"score_gpt":0.547671884186201,"score_spread":0.2571903216263533,"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."}}