{"id":"W2003242411","doi":"10.5430/jha.v2n2p1","title":"The Patient Satisfaction Survey: What does it mean to your bottom line?","year":2012,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reimbursement; Patient satisfaction; Health care; General partnership; Incentive; Family medicine; Business; Medicine; Nursing; Strengths and weaknesses; Population; Quality (philosophy); Finance; Psychology; Environmental health; Economic growth","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":[0.002122673,0.0001864337,0.0002586709,0.000116711,0.001020692,0.00008599751,0.0001369836,0.0001889651,0.0001244787],"category_scores_gemma":[0.001159117,0.0001126365,0.0001059659,0.0002328716,0.00003621119,0.001717285,0.00004548047,0.000868893,0.0001744123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821973,"about_ca_system_score_gemma":0.0004931919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002045093,"about_ca_topic_score_gemma":0.004182316,"domain_scores_codex":[0.9961097,0.001010159,0.001452374,0.0001494579,0.0007529951,0.0005253511],"domain_scores_gemma":[0.9958768,0.0009491724,0.001473491,0.0002738133,0.0009591474,0.00046755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002503408,0.00006893594,0.9733085,0.00003307663,0.00003219695,0.000002230702,0.0125783,0.000007334824,0.00003839645,0.0002199968,0.003977429,0.009483255],"study_design_scores_gemma":[0.000284973,0.003636924,0.9580613,0.0002250532,0.00002133141,0.000008709481,0.03249281,0.000009692682,0.0002783614,0.0002148169,0.004609481,0.0001564913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9703677,0.0003409587,0.0002391002,0.01047942,0.01763686,0.0007554298,0.00003376646,0.00002364251,0.0001230732],"genre_scores_gemma":[0.9969472,0.0003694555,0.0003963342,0.0006866395,0.001335347,0.00004803065,0.00001413457,0.00002542232,0.0001774102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657948,"threshold_uncertainty_score":0.7850438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07401136583963258,"score_gpt":0.4185013834285845,"score_spread":0.3444900175889519,"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."}}