{"id":"W2268134532","doi":"10.1093/intqhc/mzw010","title":"Does the patient's inherent rating tendency influence reported satisfaction scores and affect division ranking?","year":2016,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Ranking (information retrieval); Affect (linguistics); Patient satisfaction; Division (mathematics); Medicine; Rating scale; Psychology; Nursing; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005677526,0.0001931292,0.0004369298,0.0004675176,0.0002163668,0.0009212022,0.0003511412,0.0004105649,0.002240573],"category_scores_gemma":[0.03763989,0.0001507904,0.000719891,0.001092462,0.0004803364,0.0005458483,0.0004826217,0.0005328773,0.0003144382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004084266,"about_ca_system_score_gemma":0.0005762159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002986621,"about_ca_topic_score_gemma":0.003328355,"domain_scores_codex":[0.995052,0.003249223,0.0005047684,0.0003692746,0.0005510335,0.0002737198],"domain_scores_gemma":[0.9686253,0.0162493,0.01116967,0.001486804,0.001063665,0.001405175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001429231,0.00004036283,0.9961891,0.00001146612,0.0000476572,0.00001578709,0.00008066875,0.00006651799,0.00007020503,0.00001440855,0.00009208937,0.003228999],"study_design_scores_gemma":[0.00000652093,0.0002117935,0.9989383,0.000007353561,0.00002439064,0.00006406851,0.0001486188,0.0004154529,0.00005875159,0.00002111069,0.00009893945,0.000004680082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979266,0.0001717219,0.000723668,0.0003094365,0.00001525596,0.00001929735,0.0002494084,0.00001126971,0.0005733077],"genre_scores_gemma":[0.9994971,0.00002919855,0.0002321576,0.00005250694,0.00001133478,0.000006704582,0.0001231602,0.000003443944,0.00004449976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005677526,"threshold_uncertainty_score":0.03002596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08899552162443755,"score_gpt":0.5063315195150612,"score_spread":0.4173359978906236,"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."}}