{"id":"W2087600009","doi":"10.5430/jha.v3n5p150","title":"Can patients reliably identify safe, high quality care?","year":2014,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Quality (philosophy); Medicine; Quality management; Patient care; Intensive care medicine; Medical physics; Operations management; Nursing; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000864869,0.0001684512,0.0003611747,0.0001352745,0.0005158689,0.00002112316,0.00018587,0.0002303868,0.0002089524],"category_scores_gemma":[0.001226002,0.0001500792,0.0001192367,0.000138109,0.00004306629,0.0004086102,0.0000358406,0.0007618666,0.000117969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005267865,"about_ca_system_score_gemma":0.000616117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003343377,"about_ca_topic_score_gemma":0.0003851774,"domain_scores_codex":[0.9961579,0.0008222333,0.001716167,0.0001948605,0.0007753354,0.0003334519],"domain_scores_gemma":[0.9953341,0.0003803859,0.002184729,0.0002706651,0.001553683,0.0002764536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001116809,0.00007985385,0.9911395,0.000204746,0.00001573174,0.00000229445,0.002016783,0.00000544486,0.00002035879,0.002403422,0.002718707,0.001281435],"study_design_scores_gemma":[0.001203464,0.004657289,0.9880982,0.0001804785,0.00002537686,0.000001262605,0.001910484,0.00000318392,0.0001328548,0.002395333,0.001231936,0.0001601562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873115,0.00003178613,0.0002661242,0.002500144,0.006958685,0.0004678922,0.00006433658,0.00002792879,0.002371578],"genre_scores_gemma":[0.9977583,0.00002089315,0.0007357528,0.0004053537,0.0007957122,0.00001875185,0.00008541838,0.00002235458,0.0001574769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01044676,"threshold_uncertainty_score":0.6120053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03519517977225885,"score_gpt":0.4239822292642201,"score_spread":0.3887870494919612,"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."}}