{"id":"W1588792047","doi":"10.1002/jhm.2403","title":"Improving patient satisfaction: Timely feedback to specific physicians is essential for success","year":2015,"lang":"en","type":"letter","venue":"Journal of Hospital Medicine","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patient satisfaction; MEDLINE; Hospital medicine; Intensive care medicine; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01518095,0.0004576365,0.001216205,0.0009037206,0.002120503,0.004655192,0.0009255189,0.002632396,0.01149928],"category_scores_gemma":[0.06162899,0.0003071867,0.0007257495,0.001209929,0.001201399,0.002841298,0.003877635,0.003595351,0.004749383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459194,"about_ca_system_score_gemma":0.005226357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206357,"about_ca_topic_score_gemma":0.001575363,"domain_scores_codex":[0.9777445,0.01164576,0.001598854,0.0006570644,0.006962808,0.001390999],"domain_scores_gemma":[0.9442666,0.01698463,0.008145202,0.002020468,0.01203343,0.01654973],"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":[0.0002802543,0.0008875288,0.05387355,0.001177522,0.0002190973,0.0004762002,0.003927424,0.0002765762,0.001748436,0.002044186,0.2984322,0.636657],"study_design_scores_gemma":[0.0004565301,0.004433412,0.3545541,0.005797952,0.0004599585,0.005229815,0.02178516,0.001965864,0.003656989,0.01687784,0.5844422,0.0003401295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.1341023,0.02190378,0.02548781,0.6807179,0.006421421,0.001147204,0.001231668,0.00344125,0.1255466],"genre_scores_gemma":[0.7668059,0.02355592,0.04329267,0.1421265,0.006522528,0.0009428855,0.001339354,0.0006917831,0.01472243],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01518095,"threshold_uncertainty_score":0.08028555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04915361123823124,"score_gpt":0.3842495527189095,"score_spread":0.3350959414806783,"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."}}