{"id":"W2626012884","doi":"10.12927/hcq.2017.25089","title":"The PoET (Prevention of Error-based Transfers) Project","year":2017,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"William Osler Health System","funders":"","keywords":"Best practice; Health care; Quality (philosophy); Term (time); Quality management; Public relations; Medicine; Business; Nursing; Operations management; Political science; Law; Engineering; Management system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.02182275,0.0008894785,0.0005280164,0.001863553,0.002158508,0.003053571,0.002490914,0.001877023,0.02818027],"category_scores_gemma":[0.06408405,0.0003712989,0.0009334575,0.001145115,0.002468443,0.003111896,0.008488955,0.003206515,0.003816167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00262635,"about_ca_system_score_gemma":0.0324447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007300586,"about_ca_topic_score_gemma":0.00519545,"domain_scores_codex":[0.9807866,0.0126569,0.0003589213,0.000615985,0.004254664,0.001326903],"domain_scores_gemma":[0.9600747,0.01504905,0.005358406,0.00428878,0.007315065,0.007913959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001900819,0.005203913,0.02620771,0.0007452728,0.0002897939,0.0006030568,0.001825471,0.007355534,0.0004525536,0.05965151,0.3432765,0.5524878],"study_design_scores_gemma":[0.005142741,0.01121722,0.0760211,0.002306853,0.0006107998,0.001802727,0.008366767,0.03281224,0.007634106,0.1038276,0.7499985,0.0002594645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2332056,0.004315522,0.2266431,0.239492,0.008393993,0.01198126,0.01241041,0.007728603,0.2558295],"genre_scores_gemma":[0.6486858,0.005562039,0.1189761,0.02161891,0.001837421,0.009086614,0.01312962,0.00146418,0.1796394],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02818027,"threshold_uncertainty_score":0.1154111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278879979145722,"score_gpt":0.3595533967480506,"score_spread":0.2316653988334785,"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."}}