{"id":"W2110612286","doi":"10.1136/bmjquality.u203433.w1546","title":"Tonsillectomy discharge information - An improvement in both patient safety and satisfaction","year":2014,"lang":"en","type":"article","venue":"BMJ Quality Improvement Reports","topic":"Congenital Diaphragmatic Hernia Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Tonsillectomy; Medicine; Audit; Patient satisfaction; Package insert; General surgery; Pediatrics; Medical emergency; Surgery","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":[0.01065121,0.0001668561,0.0007344171,0.0008276244,0.00073044,0.002028124,0.000864329,0.000773863,0.007102264],"category_scores_gemma":[0.03313787,0.0002119367,0.0009259524,0.0013793,0.0004916384,0.001897226,0.002321562,0.001358036,0.0009068819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00144192,"about_ca_system_score_gemma":0.001868351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002506783,"about_ca_topic_score_gemma":0.002923574,"domain_scores_codex":[0.99146,0.003688882,0.001227953,0.0002612368,0.00266041,0.0007015778],"domain_scores_gemma":[0.9753816,0.008598842,0.005531868,0.001073689,0.005593186,0.003820902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001202703,0.002028903,0.3436956,0.0018702,0.0001777447,0.000977351,0.01425406,0.0002989566,0.001485655,0.0005342887,0.04121883,0.5922558],"study_design_scores_gemma":[0.0002312704,0.003488709,0.9065133,0.0008286093,0.0001443127,0.002561505,0.02030241,0.000939478,0.001045645,0.0004447158,0.06338814,0.0001119293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949006,0.002971784,0.002607372,0.0157873,0.0004767448,0.0006923087,0.002007814,0.000620805,0.02582989],"genre_scores_gemma":[0.9764577,0.002454761,0.006500901,0.006142782,0.0003722202,0.000319292,0.001748665,0.0001486111,0.005855058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065121,"threshold_uncertainty_score":0.05632967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01604487778247806,"score_gpt":0.31570550973074,"score_spread":0.2996606319482619,"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."}}