{"id":"W2140798854","doi":"10.1186/1748-5908-5-98","title":"Feedback GAP: study protocol for a cluster-randomized trial of goal setting and action plans to increase the effectiveness of audit and feedback interventions in primary care","year":2010,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Western Hospital; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Women's College Hospital","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto; University of Aberdeen; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Psychological intervention; Cluster randomised controlled trial; Audit; Randomized controlled trial; Health informatics; Family medicine; Physical therapy; Nursing; Public health; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02468792,0.0001297862,0.000400461,0.000405991,0.0007223394,0.00003805072,0.0002846759,0.0000425552,0.00004406033],"category_scores_gemma":[0.004294356,0.00009539574,0.00005214394,0.0008256952,0.0004467955,0.0004929098,0.000261077,0.0002199072,0.000001676846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001803483,"about_ca_system_score_gemma":0.001110633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953259,"about_ca_topic_score_gemma":0.009966213,"domain_scores_codex":[0.9945683,0.002585309,0.001442625,0.000409921,0.0005689611,0.0004248582],"domain_scores_gemma":[0.9894318,0.008813141,0.0008089356,0.0002624998,0.0005266676,0.0001569815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4817898,0.000521172,0.2931694,0.00963608,0.00004041077,4.92991e-7,0.1281483,0.00002668894,0.05324585,0.001558859,0.0003991139,0.03146383],"study_design_scores_gemma":[0.5132071,0.0009599488,0.4387585,0.00035721,0.00002759972,0.000001201902,0.04497389,0.00007472967,0.001045127,0.0002725087,0.0002073655,0.000114841],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.751735,3.369745e-7,0.001221915,0.0005262652,0.0001884934,0.2460745,0.0001200233,0.000009468345,0.0001240233],"genre_scores_gemma":[0.7718439,3.660877e-7,0.001523423,0.0002974185,0.00004347254,0.2262685,0.000006925668,0.000007068638,0.000008896813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455891,"threshold_uncertainty_score":0.855639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3715981725503494,"score_gpt":0.6745230387053581,"score_spread":0.3029248661550087,"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."}}