{"id":"W3197401797","doi":"10.1186/s12961-021-00777-z","title":"Development, characteristics and impact of quality improvement casebooks: a scoping review","year":2021,"lang":"en","type":"review","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Casebook; CINAHL; Health administration; Context (archaeology); Medical education; Medicine; Health care; Health services research; Quality management; Psychology; Nursing; Public health; Political science; Business; Psychological intervention; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1308972,0.00193091,0.005134279,0.05908506,0.002830306,0.009724214,0.005120906,0.003403612,0.004284939],"category_scores_gemma":[0.416126,0.002606187,0.005096942,0.05691839,0.003089426,0.01115507,0.005205746,0.002464193,0.0007592877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01478377,"about_ca_system_score_gemma":0.04903246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285068,"about_ca_topic_score_gemma":0.02707675,"domain_scores_codex":[0.859743,0.04676247,0.06437694,0.004448037,0.02324413,0.001425364],"domain_scores_gemma":[0.4694762,0.4063934,0.04750112,0.01030056,0.06452025,0.001808472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002404923,0.0001397395,0.005812169,0.6122198,0.00195875,0.0005405492,0.00987352,0.0005366,0.0003822106,0.003654035,0.01009229,0.3545498],"study_design_scores_gemma":[0.00007329333,0.0001034737,0.004314575,0.9378386,0.003129757,0.0004088107,0.004354046,0.0001836507,0.0003829316,0.0008731688,0.04827331,0.00006438665],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01308827,0.9414625,0.009386631,0.004431043,0.001102823,0.01914931,0.003694729,0.0001146707,0.007570005],"genre_scores_gemma":[0.06518646,0.8669819,0.03031412,0.0017834,0.000271311,0.03069269,0.003814951,0.00009386124,0.0008613003],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1308972,"threshold_uncertainty_score":0.692259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9559626300347825,"score_gpt":0.8232407196780448,"score_spread":0.1327219103567377,"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."}}