{"id":"W4286250326","doi":"10.1016/j.healthpol.2022.07.008","title":"The uses of Patient Reported Experience Measures in health systems: A systematic narrative review","year":2022,"lang":"en","type":"review","venue":"Health Policy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":149,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Narrative; Macro; Macro level; Inclusion (mineral); Action (physics); Health care; Patient experience; Quality (philosophy); Systematic review; Process (computing); Psychology; Process management; Knowledge management; MEDLINE; Nursing; Medicine; Computer science; Business; Political science; Social psychology; Economics","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":[0.02883501,0.001369475,0.004050137,0.01298712,0.0008336433,0.004644726,0.002004144,0.002274147,0.002765019],"category_scores_gemma":[0.1389254,0.001143502,0.004586828,0.01635044,0.001775927,0.004884747,0.002692368,0.001751877,0.000271816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006533617,"about_ca_system_score_gemma":0.0188443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005973639,"about_ca_topic_score_gemma":0.01445413,"domain_scores_codex":[0.9568692,0.02247202,0.01238666,0.001792612,0.005884222,0.0005953629],"domain_scores_gemma":[0.8352367,0.1365281,0.01945245,0.001844792,0.006392601,0.0005453191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001190594,0.0000250605,0.001270265,0.9330689,0.002697205,0.000100985,0.00109902,0.0001315604,0.00008003353,0.001130583,0.001956414,0.05832076],"study_design_scores_gemma":[0.00005211825,0.0001216239,0.002327531,0.9656244,0.007395043,0.0002660436,0.0009804551,0.00007699633,0.000118448,0.000467089,0.0225406,0.00002964781],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001103921,0.9967136,0.0003372716,0.0005481919,0.0001296624,0.0003847651,0.0003396759,0.000006476741,0.000436418],"genre_scores_gemma":[0.02603193,0.9699978,0.001373466,0.0007312781,0.0001211158,0.001372262,0.0002583574,0.000007203493,0.0001066589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02883501,"threshold_uncertainty_score":0.1524959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4107613692792884,"score_gpt":0.5928191202786279,"score_spread":0.1820577509993395,"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."}}