{"id":"W4283448416","doi":"10.1080/14767333.2022.2091515","title":"Quality improvement in healthcare: an action learning approach","year":2022,"lang":"en","type":"article","venue":"Action Learning Research and Practice","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Action (physics); Quality (philosophy); Health care; Medical education; Psychology; Process (computing); Quality management; Action learning; Order (exchange); Knowledge management; Nursing; Public relations; Medicine; Computer science; Pedagogy; Business; Political science; Cooperative learning; Teaching method; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01616112,0.001433443,0.0007337676,0.00330709,0.004994281,0.01275203,0.004884993,0.006092695,0.004578517],"category_scores_gemma":[0.009206551,0.0004637037,0.00125968,0.002184236,0.04372989,0.008389561,0.006623311,0.006448836,0.000901558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229309,"about_ca_system_score_gemma":0.0124513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00589655,"about_ca_topic_score_gemma":0.005241951,"domain_scores_codex":[0.981531,0.01480867,0.000338382,0.0007851936,0.001616764,0.000919886],"domain_scores_gemma":[0.9914894,0.006434333,0.0004590173,0.0004516611,0.0005617278,0.0006037969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001419502,0.00006775338,0.0002641404,0.0002153159,0.00001178031,0.0001325533,0.0129127,0.001476313,0.0001006405,0.9649493,0.002841365,0.01701396],"study_design_scores_gemma":[0.00004507542,0.0001642688,0.0004045749,0.0008700832,0.00002167758,0.0001910975,0.01443823,0.004841133,0.0003223521,0.8340625,0.1446049,0.00003411113],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009549418,0.01051866,0.29113,0.1195487,0.001251688,0.0005457763,0.00005804284,0.0002713571,0.5671262],"genre_scores_gemma":[0.6678512,0.01055345,0.2498718,0.01628531,0.00088299,0.002651587,0.0001069389,0.0002099184,0.05158693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01616112,"threshold_uncertainty_score":0.08919311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3529612065171433,"score_gpt":0.6366427030805369,"score_spread":0.2836814965633936,"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."}}