{"id":"W3094484439","doi":"10.1097/ncq.0000000000000520","title":"Building Capacity in Health Professionals to Conduct Quality Improvement","year":2020,"lang":"en","type":"article","venue":"Journal of Nursing Care Quality","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario","funders":"","keywords":"Formative assessment; Quality management; Focus group; Medical education; Capacity building; Sustainability; Program evaluation; Health care; Leadership development; Nursing; Psychology; Medicine; Public relations; Business; Political science; Management; Pedagogy; Management system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01445996,0.0002057346,0.0008878657,0.0002547348,0.0006343185,0.00002144292,0.0004557749,0.0001319188,0.0001627586],"category_scores_gemma":[0.00772272,0.0001792564,0.000129108,0.0008884683,0.00008240923,0.0003857635,0.00008716479,0.001343294,0.00003021833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0032091,"about_ca_system_score_gemma":0.003575321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001184271,"about_ca_topic_score_gemma":0.000211764,"domain_scores_codex":[0.986563,0.006458674,0.00431433,0.0003756175,0.00131886,0.0009694705],"domain_scores_gemma":[0.9926887,0.001899599,0.002810727,0.0002901289,0.001037747,0.001273117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006534468,0.0003383148,0.0423166,0.00411096,0.00003172364,0.000008946176,0.7769935,0.0001238742,0.02534628,0.01024973,0.06328435,0.07654231],"study_design_scores_gemma":[0.006187989,0.002126091,0.3187806,0.006620778,0.00001927509,0.000009022541,0.5774333,0.00002722091,0.002738883,0.00307975,0.08222014,0.0007569573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759999,0.00006424089,0.003299668,0.2336565,0.001656472,0.000999004,0.00007288594,0.00002611019,0.0002260891],"genre_scores_gemma":[0.8721199,0.000005848879,0.01344891,0.1135855,0.0007805756,0.00002136846,0.000001804335,0.00001759888,0.0000184865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.276464,"threshold_uncertainty_score":0.9245375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8711862347090763,"score_gpt":0.757153678220935,"score_spread":0.1140325564881413,"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."}}