{"id":"W2099449587","doi":"10.1186/1748-5908-7-4","title":"Data for improvement and clinical excellence: protocol for an audit with feedback intervention in home care and supportive living","year":2012,"lang":"en","type":"article","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Shepherds Care Foundation; University of Alberta","funders":"Fondation pour la Recherche Médicale; Canadian Health Services Research Foundation","keywords":"Medicine; Audit; Nursing; Excellence; Intervention (counseling); Protocol (science); Psychological intervention; Health services research; Health administration; Public health; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1136518,0.004301609,0.007334573,0.007630105,0.007382841,0.00563518,0.005771328,0.005416646,0.08058976],"category_scores_gemma":[0.1232488,0.003956856,0.006910766,0.01042284,0.003259626,0.005390084,0.00530486,0.01113175,0.0223416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01466318,"about_ca_system_score_gemma":0.06348515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00657979,"about_ca_topic_score_gemma":0.01164818,"domain_scores_codex":[0.8780195,0.07183164,0.02917729,0.004597782,0.0103489,0.006024941],"domain_scores_gemma":[0.8325964,0.03427596,0.01793974,0.02146624,0.08430013,0.009421559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0476012,0.01277325,0.007849518,0.1000063,0.001137173,0.001496712,0.01484515,0.006122421,0.004620082,0.01455942,0.4499077,0.339081],"study_design_scores_gemma":[0.1069341,0.009492638,0.03909846,0.05388645,0.0006934935,0.0006914688,0.008400257,0.007384915,0.007787675,0.01660399,0.7478219,0.001204594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006616673,0.0001093261,0.00273974,0.0003081992,0.0001732753,0.9905618,0.003105032,0.0001818988,0.002159073],"genre_scores_gemma":[0.0007657104,0.00007340812,0.007515271,0.00008801627,0.00001189905,0.9905238,0.0006169386,0.00001731397,0.0003876163],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1136518,"threshold_uncertainty_score":0.6010551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2579766998534057,"score_gpt":0.6140658130338461,"score_spread":0.3560891131804405,"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."}}