{"id":"W2130345000","doi":"10.1186/1748-5908-5-74","title":"Data for improvement and clinical excellence: protocol for an audit with feedback intervention in long-term care","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":12,"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; Long-term care; Health services research; Psychological intervention; Excellence; Health administration; Protocol (science); Quality management; Health informatics; Minimum Data Set; Intervention (counseling); Nursing; Family medicine; Public health; Operations management; 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":[0.1319132,0.004997578,0.008097735,0.008278892,0.008907821,0.008054936,0.005625169,0.007183922,0.07855641],"category_scores_gemma":[0.1510786,0.004758358,0.007631494,0.01280537,0.004620485,0.005998718,0.005593513,0.01368793,0.02009357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01828321,"about_ca_system_score_gemma":0.06859394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007777121,"about_ca_topic_score_gemma":0.0134871,"domain_scores_codex":[0.862628,0.08196233,0.03133425,0.005492282,0.01156223,0.007020865],"domain_scores_gemma":[0.7822083,0.05123012,0.02353809,0.0296452,0.1025911,0.01078714],"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":[0.07112614,0.01513215,0.007968888,0.1620195,0.001603683,0.001921391,0.01833398,0.008615482,0.006846507,0.02142523,0.3803086,0.3046985],"study_design_scores_gemma":[0.1352672,0.01148655,0.03574054,0.07550834,0.0008858026,0.0006371383,0.009287773,0.008370674,0.008753349,0.01836496,0.6944429,0.00125482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004932622,0.00008376353,0.001988242,0.0002163291,0.0001646052,0.9933015,0.002385593,0.0001483106,0.001218488],"genre_scores_gemma":[0.0006058636,0.0000557048,0.005877781,0.00007136415,0.00001170272,0.9926564,0.000429503,0.00001398065,0.0002776515],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1319132,"threshold_uncertainty_score":0.6976318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.228534330065913,"score_gpt":0.6300673517271003,"score_spread":0.4015330216611873,"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."}}