{"id":"W2109401036","doi":"10.5430/jha.v4n4p40","title":"Market factors related to hospitals’ patient satisfaction ratings","year":2015,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Patient satisfaction; Competition (biology); Specialty; Catchment area; Dimension (graph theory); Patient care; Business; Per capita; Marketing; Medicine; Nursing; Family medicine; Operations management; Environmental health; Geography; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003280146,0.0001533858,0.0002957061,0.001860823,0.0003622872,0.001069226,0.0002458924,0.0003145795,0.00643071],"category_scores_gemma":[0.0187471,0.00008900485,0.0005513631,0.002178053,0.0004920358,0.000571842,0.000774678,0.0005980768,0.0005235212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006788258,"about_ca_system_score_gemma":0.0005366062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063694,"about_ca_topic_score_gemma":0.001795836,"domain_scores_codex":[0.997205,0.001147473,0.0004525117,0.0001270854,0.0006900848,0.000377875],"domain_scores_gemma":[0.9565474,0.01949115,0.017171,0.0006521733,0.003541415,0.002596855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001853872,0.00009999755,0.995551,0.00001175343,0.00003390788,0.00002443938,0.0001805974,0.0001455933,0.0001453135,0.00008084992,0.0002418357,0.003299353],"study_design_scores_gemma":[0.000005653153,0.000197435,0.998373,0.000003392194,0.000007335494,0.0000376086,0.0005668217,0.0004607755,0.0001117427,0.00004018045,0.0001905363,0.000005396967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972993,0.00004759257,0.0001626135,0.0001304612,0.000003713612,0.00001758062,0.0005930101,0.00000634034,0.001739432],"genre_scores_gemma":[0.9994031,0.00001303228,0.00005438439,0.00001854084,0.000005897189,0.000009453745,0.0003586865,0.000001541966,0.0001354859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00643071,"threshold_uncertainty_score":0.02151287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351151663247539,"score_gpt":0.3849893750912676,"score_spread":0.3414778584587922,"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."}}