{"id":"W4389570355","doi":"10.1002/lary.31216","title":"Current Pediatric Tertiary Care Practices Following Adenotonsillectomy: An Update","year":2023,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Otorhinolaryngology; Polysomnography; Tonsillectomy; Obstructive sleep apnea; Perioperative; Tertiary care; Pediatrics; Clinical Practice; Sleep medicine; Ambulatory; Family medicine; Apnea; Sleep disorder; Surgery; Insomnia; Anesthesia; Psychiatry","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":[0.001043061,0.0002642678,0.0002883485,0.002894885,0.0004467945,0.001188521,0.0006850865,0.001093879,0.003986961],"category_scores_gemma":[0.005575228,0.0002346787,0.0004016969,0.004875154,0.0004279889,0.001731188,0.0007601014,0.0008637634,0.0006183847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001608119,"about_ca_system_score_gemma":0.002073315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01931744,"about_ca_topic_score_gemma":0.03007356,"domain_scores_codex":[0.9984712,0.0002761021,0.0003708341,0.000175634,0.0005329184,0.0001732857],"domain_scores_gemma":[0.9911652,0.00200295,0.003855912,0.0001438431,0.002003311,0.0008287008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006200999,0.0001185729,0.6659603,0.002407873,0.00007074304,0.001484712,0.001799966,0.0002476335,0.0003198841,0.0005171828,0.04989177,0.2771193],"study_design_scores_gemma":[0.00002158155,0.0001155308,0.9059958,0.004807512,0.00008639886,0.00620957,0.003845553,0.0003604147,0.0002882339,0.0001406126,0.07810214,0.00002664062],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3489725,0.5651436,0.001358754,0.04537478,0.002118986,0.0001519491,0.005840874,0.0003412411,0.03069737],"genre_scores_gemma":[0.4969393,0.4880283,0.002261696,0.005477512,0.002209483,0.0001390256,0.003334702,0.00002741623,0.001582533],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01931744,"threshold_uncertainty_score":0.03841001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429801818785858,"score_gpt":0.3729552767084485,"score_spread":0.3386572585205899,"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."}}