{"id":"W2099866116","doi":"10.1186/s13012-014-0161-5","title":"Data for improvement and clinical excellence: report of an interrupted time series trial of feedback in long-term care","year":2014,"lang":"en","type":"article","venue":"Implementation Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Alberta Health","funders":"Fondation pour la Recherche Médicale; University of Alberta; Canadian Health Services Research Foundation","keywords":"Medicine; Interrupted Time Series Analysis; Intervention (counseling); Psychological intervention; Long-term care; Minimum Data Set; Interrupted time series; Randomized controlled trial; Audit; Health services research; Health administration; Excellence; Physical therapy; Emergency medicine; Family medicine; Public health; Nursing; Surgery; Nursing homes","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":[0.04787696,0.0009570692,0.002804372,0.0006248048,0.0009919887,0.001624983,0.001306087,0.002415326,0.001613647],"category_scores_gemma":[0.08534107,0.0006201116,0.001946885,0.0009984961,0.00181211,0.001623721,0.001338648,0.002860964,0.0002620164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002984779,"about_ca_system_score_gemma":0.005679206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005943385,"about_ca_topic_score_gemma":0.00436551,"domain_scores_codex":[0.94508,0.04553743,0.003645802,0.001523581,0.002654963,0.001558187],"domain_scores_gemma":[0.9197035,0.04991705,0.01300404,0.006981567,0.005588171,0.004805519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.8478711,0.04730515,0.009804313,0.001793612,0.003003523,0.00008612829,0.001458334,0.001088715,0.0008171703,0.0003255826,0.001454478,0.08499186],"study_design_scores_gemma":[0.5402151,0.4221449,0.02889649,0.0004179701,0.002123318,0.00005835249,0.0003275234,0.002721976,0.001326583,0.0003456402,0.001356973,0.00006512919],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873521,0.002535933,0.001784726,0.0007798231,0.0003371387,0.005749753,0.0003223809,0.0001033856,0.001034726],"genre_scores_gemma":[0.9858142,0.0007949128,0.003471729,0.0004171485,0.0002746307,0.008455334,0.0003126028,0.00001759136,0.0004419247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04787696,"threshold_uncertainty_score":0.2532007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1673766048851129,"score_gpt":0.5800672058498946,"score_spread":0.4126906009647817,"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."}}