{"id":"W2512024884","doi":"10.1016/j.jhsa.2016.07.109","title":"Defining and Measuring Patient Satisfaction","year":2016,"lang":"en","type":"review","venue":"The Journal Of Hand Surgery","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Patient satisfaction; Medicine; Context (archaeology); Component (thermodynamics); Construct (python library); Outcome (game theory); Patient care; Field (mathematics); Everyday life; Nursing; Computer science; Epistemology","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":[],"consensus_categories":[],"category_scores_codex":[0.003455829,0.000263593,0.001498805,0.0004026523,0.001031757,0.0000124457,0.00008926133,0.0003047529,0.0001692579],"category_scores_gemma":[0.001170193,0.0001294826,0.0003099212,0.0001605431,0.000076813,0.0001797828,0.00007894515,0.001335787,0.0001005329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696012,"about_ca_system_score_gemma":0.001147165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000778078,"about_ca_topic_score_gemma":0.00003421872,"domain_scores_codex":[0.9936823,0.003236984,0.00208434,0.0001291724,0.0004802344,0.0003869614],"domain_scores_gemma":[0.9842352,0.01151425,0.00350209,0.0002545029,0.0003169972,0.0001769236],"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":[0.00002803048,0.000002132958,0.01685301,0.005721907,0.00009053441,0.000006934502,0.000521957,1.798519e-7,2.832655e-7,0.0000229446,0.002694474,0.9740576],"study_design_scores_gemma":[0.0001395556,0.00005270138,0.007564668,0.09524989,0.0003287535,0.0002956576,0.0003410652,2.480704e-7,6.447597e-7,0.0001458507,0.8956776,0.0002033114],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005215983,0.9898102,0.00005444621,0.000125728,0.004150636,0.0004207361,0.00003072925,0.0000136955,0.0001778353],"genre_scores_gemma":[0.003802283,0.9955447,0.00002178271,0.00007573485,0.0004227908,0.00002401718,0.000001882873,0.0000450226,0.00006184126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9738543,"threshold_uncertainty_score":0.7935547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1870099441318428,"score_gpt":0.4284551095706487,"score_spread":0.2414451654388059,"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."}}