{"id":"W3003099825","doi":"10.1016/j.jamda.2019.11.017","title":"Enhancing Quality Care in Ontario Long-Term Care Homes Through Audit and Feedback for Physicians","year":2020,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Dashboard; Audit; Quality (philosophy); Jurisdiction; Quality management; Long-term care; Family medicine; Nursing; Database; Service (business); Business","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01188429,0.0002332165,0.0002835298,0.001249164,0.003807589,0.002576141,0.001387512,0.0008006109,0.002689352],"category_scores_gemma":[0.05088642,0.0005379351,0.0003201115,0.00157892,0.0009306667,0.001082392,0.002225769,0.0008180442,0.0002379184],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04597216,"about_ca_system_score_gemma":0.1338012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.86753,"about_ca_topic_score_gemma":0.9565036,"domain_scores_codex":[0.9895308,0.00437338,0.0007524811,0.0003894196,0.00364278,0.001311131],"domain_scores_gemma":[0.9240981,0.01229553,0.008973966,0.001913379,0.03745751,0.01526153],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011446,0.001867686,0.7991843,0.0004087067,0.0000754164,0.0002589549,0.01036981,0.0008873382,0.001179964,0.0003317392,0.02803107,0.1563936],"study_design_scores_gemma":[0.0002243922,0.0006342571,0.981999,0.0002215194,0.00005804882,0.00004736858,0.00622485,0.00182331,0.0007078413,0.0001146723,0.007898186,0.00004661384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736154,0.001228934,0.001236861,0.01028379,0.0001567769,0.001041471,0.0008038254,0.0002098539,0.01142309],"genre_scores_gemma":[0.9924235,0.0005106811,0.003049196,0.0007239646,0.00003864034,0.0002089407,0.0002072556,0.00001697022,0.002820647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9881157,"threshold_uncertainty_score":0.3335529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03322147372620873,"score_gpt":0.4054046494710686,"score_spread":0.3721831757448599,"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."}}