{"id":"W4401962042","doi":"10.1111/pan.14988","title":"We have come a long way but, I still have questions","year":2024,"lang":"en","type":"letter","venue":"Pediatric Anesthesia","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Tonsillectomy; PDCA; Perioperative; Postoperative nausea and vomiting; Quality management; Stakeholder engagement; Psychological intervention; Intensive care medicine; Nausea; Anesthesia; Nursing; Operations management; Public relations","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":[0.03038653,0.001703068,0.003016189,0.002904921,0.006224831,0.01993325,0.005001558,0.01782632,0.01682637],"category_scores_gemma":[0.1431323,0.001211055,0.00255751,0.002452146,0.01229374,0.02911597,0.007000096,0.04614879,0.01098058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005365886,"about_ca_system_score_gemma":0.01248926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0051161,"about_ca_topic_score_gemma":0.008908559,"domain_scores_codex":[0.9790996,0.007175223,0.002210085,0.002441107,0.007431988,0.001641998],"domain_scores_gemma":[0.8412651,0.08738513,0.008648233,0.005220383,0.03916201,0.01831917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003772382,0.00003150618,0.000337772,0.0005479606,0.00003933734,0.00008584244,0.0004703378,0.00003177031,0.00006905525,0.003086725,0.9672102,0.02805189],"study_design_scores_gemma":[0.00002829881,0.00006329588,0.0005499957,0.002305085,0.00004783732,0.0003171014,0.002359579,0.00008002257,0.0001074837,0.0100068,0.9840524,0.00008225295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001350226,0.01903314,0.0004288024,0.8431874,0.1362984,0.000008641387,0.00006753537,0.0000605087,0.0007806076],"genre_scores_gemma":[0.002167572,0.02935837,0.001461723,0.7489405,0.2130963,0.0000390944,0.0001158049,0.0001667985,0.004653848],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03038653,"threshold_uncertainty_score":0.1607013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02364557205048713,"score_gpt":0.2940133470571344,"score_spread":0.2703677750066473,"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."}}