{"id":"W2335781697","doi":"10.1136/bmjqs-2015-005092","title":"A scoping review of online repositories of quality improvement projects, interventions and initiatives in healthcare","year":2016,"lang":"en","type":"review","venue":"BMJ Quality & Safety","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research; Health Canada; University of Toronto","keywords":"Terminology; Context (archaeology); Grey literature; Scope (computer science); Health care; Knowledge management; Quality (philosophy); Medicine; Best practice; World Wide Web; Computer science; MEDLINE","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1105689,0.00221227,0.005845135,0.07406253,0.003302664,0.008415412,0.005012017,0.004707568,0.007293447],"category_scores_gemma":[0.3111017,0.001939975,0.005807659,0.0693007,0.003395654,0.01038381,0.008388541,0.00280191,0.001614306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01137084,"about_ca_system_score_gemma":0.05505734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009640852,"about_ca_topic_score_gemma":0.02200121,"domain_scores_codex":[0.8924445,0.04622806,0.04214213,0.003254195,0.01456419,0.001366881],"domain_scores_gemma":[0.5484279,0.3395159,0.04497093,0.0105381,0.05451729,0.002029886],"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":[0.0001802113,0.00007803869,0.001091994,0.7326578,0.001186258,0.0002175541,0.004460304,0.000364163,0.0003377207,0.002868196,0.00838386,0.2481738],"study_design_scores_gemma":[0.00002307709,0.0000616984,0.001034203,0.9597886,0.001758398,0.0001003807,0.001080234,0.00008530138,0.0001745696,0.0005283491,0.03534254,0.00002261771],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003519107,0.9734921,0.004914235,0.003594858,0.0008993808,0.004806722,0.002767036,0.0001249079,0.005881575],"genre_scores_gemma":[0.02414792,0.9491148,0.01096279,0.001691672,0.0002738377,0.009964714,0.002937287,0.00009511198,0.000811789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1105689,"threshold_uncertainty_score":0.5847513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7964611990966224,"score_gpt":0.7714833282179983,"score_spread":0.02497787087862413,"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."}}