{"id":"W3096415064","doi":"10.1177/2374373520968972","title":"Relationship Between Orthopedic Surgeon’s Empathy and Inpatient Hospital Experience Scores in a Tertiary Care Academic Institution","year":2020,"lang":"en","type":"article","venue":"Journal of Patient Experience","topic":"Empathy and Medical Education","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Empathy; Active listening; Orthopedic surgery; Medicine; Psychology; Tertiary care; Family medicine; Clinical psychology; Psychiatry; Psychotherapist","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000136595,0.000144264,0.0002843825,0.000168561,0.00008123722,0.00001294816,0.000106122,0.0001335228,0.00001721462],"category_scores_gemma":[0.002225624,0.0001173476,0.00006723902,0.0003393028,0.0002077087,0.0005189821,0.00005437229,0.0006471416,0.000002785446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472184,"about_ca_system_score_gemma":0.0003282189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002496925,"about_ca_topic_score_gemma":0.000002096211,"domain_scores_codex":[0.9981289,0.00007328838,0.0007938037,0.0002227829,0.0005699347,0.0002112773],"domain_scores_gemma":[0.9987278,0.0001230191,0.0003841757,0.0001084872,0.0001707956,0.0004857165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000510978,0.00004525703,0.6040338,0.0000433833,0.000002128902,0.00003969956,0.3916873,0.000004579734,0.00004044738,0.00001338532,0.00002650979,0.004012439],"study_design_scores_gemma":[0.000767131,0.001003898,0.8410167,0.000440638,0.00002202239,0.00003571345,0.1553487,0.00002379653,0.0009228946,0.00001868601,0.0002878628,0.0001120278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962642,0.001586267,0.0001455577,0.001233093,0.0004222111,0.0003031639,0.000002766219,0.00001274449,0.00003005889],"genre_scores_gemma":[0.9985868,0.0001376181,0.0002915282,0.000689533,0.0002471426,0.00002696987,0.000008730172,0.000009182892,0.000002508165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2369829,"threshold_uncertainty_score":0.4785298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319064183711466,"score_gpt":0.3216662879297761,"score_spread":0.2897598695586295,"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."}}