{"id":"W4301181161","doi":"10.1371/journal.pone.0268418","title":"Raising the bar for patient experience during care transitions in Canada: A repeated cross-sectional survey evaluating a patient-oriented discharge summary at Ontario hospitals","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Public Health Ontario; University of Toronto; Ted Rogers Centre for Heart Research; University Health Network","funders":"University of Toronto; Canadian Institutes of Health Research; Government of Ontario","keywords":"Odds; Generalized estimating equation; Medicine; Odds ratio; Cross-sectional study; Acute care; Patient experience; Family medicine; Quality management; Psychological intervention; Metric (unit); Cohort; Emergency medicine; Health care; Nursing; Logistic regression; Operations management","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":[0.003004656,0.0003089778,0.000440138,0.0008996903,0.003132841,0.001683275,0.001413116,0.000592812,0.001463849],"category_scores_gemma":[0.01086083,0.0004983739,0.0007341204,0.002752928,0.00118432,0.0006972881,0.001737702,0.001135095,0.0001921221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04331189,"about_ca_system_score_gemma":0.0500395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9851377,"about_ca_topic_score_gemma":0.9908097,"domain_scores_codex":[0.9954444,0.000754219,0.0003939319,0.0003934686,0.001939554,0.001074331],"domain_scores_gemma":[0.9879565,0.001006254,0.004268944,0.0003283551,0.004294456,0.002145514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005474873,0.00006452397,0.9906977,0.00005946807,0.00003274201,0.00004909971,0.005194819,0.00004472413,0.0001352382,0.00002802881,0.0007806062,0.002858308],"study_design_scores_gemma":[0.000004193111,0.00005274808,0.9952062,0.00002817455,0.000007498877,0.00001404873,0.004040433,0.00007583716,0.0000329233,0.000004493329,0.0005250648,0.000008391555],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963206,0.0001854921,0.00009303339,0.0005412978,0.000008163397,0.0001457795,0.001753796,0.000007771892,0.0009440334],"genre_scores_gemma":[0.9975649,0.0002164546,0.0002773337,0.0003158476,0.00000677877,0.00009358893,0.0008969409,0.000003938907,0.0006241889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04331189,"threshold_uncertainty_score":0.3142512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06279297661788262,"score_gpt":0.2824456986058028,"score_spread":0.2196527219879201,"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."}}