{"id":"W1986231566","doi":"10.1097/nna.0000000000000042","title":"Improving the Patient Experience","year":2014,"lang":"en","type":"article","venue":"JONA The Journal of Nursing Administration","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dempsey (Canada)","funders":"","keywords":"Patient experience; Incentive; Purchasing; Nursing; Value-Based Purchasing; Payment; Medicine; Patient care; Health care; Psychology; Business; Marketing","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001415507,0.00009765106,0.0001375939,0.00005244898,0.001352595,0.00001622411,0.0002176046,0.00008650809,0.00005505007],"category_scores_gemma":[0.0008568856,0.00005176971,0.00005581644,0.0001401783,0.0001118117,0.0002227361,0.00001515823,0.0007307627,0.00002096074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002874992,"about_ca_system_score_gemma":0.0003458056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003916888,"about_ca_topic_score_gemma":0.00002180738,"domain_scores_codex":[0.9970322,0.001322142,0.0008375419,0.00008178973,0.0004823494,0.0002440081],"domain_scores_gemma":[0.9967296,0.001164657,0.001367416,0.000275207,0.0003698602,0.00009332665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001626444,0.000232379,0.1740734,0.0002169492,0.0000551995,0.000006473017,0.2417135,0.0004253347,0.01421679,0.009053942,0.02997673,0.5284029],"study_design_scores_gemma":[0.001881763,0.0053061,0.7819712,0.003035506,0.0002293344,0.0005690665,0.1551891,0.009808276,0.005243365,0.00698889,0.02924011,0.0005372168],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762824,0.0001071043,0.007970243,0.01022664,0.003586707,0.0003451818,0.00000240338,0.0000189554,0.001460353],"genre_scores_gemma":[0.9978478,0.0000141005,0.000435387,0.0009729043,0.000628165,0.00001244772,0.000001333774,0.00001177309,0.00007606336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6078978,"threshold_uncertainty_score":0.9999475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1055046834075872,"score_gpt":0.4555770440588056,"score_spread":0.3500723606512184,"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."}}