{"id":"W3018614750","doi":"10.1016/j.bjae.2020.02.007","title":"Paediatric adenotonsillectomy, part 1: surgical perspectives relevant to the anaesthetist","year":2020,"lang":"en","type":"review","venue":"BJA Education","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston Health Sciences Centre; Children's Hospital of Eastern Ontario","funders":"","keywords":"Medicine; Tonsillectomy; Obstructive sleep apnea; Adenoidectomy; Airway; Polysomnography; Continuous positive airway pressure; Intensive care medicine; Pediatrics; Anesthesia; Apnea","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003273636,0.0003679612,0.001054309,0.0003669704,0.0001682963,0.00007216778,0.0003481347,0.0002142562,0.0005863722],"category_scores_gemma":[0.0008435873,0.0002318039,0.0004643682,0.001720489,0.0001068493,0.00004454825,0.0001390703,0.0008692659,0.001392921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007745153,"about_ca_system_score_gemma":0.002011252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005278717,"about_ca_topic_score_gemma":0.000007099416,"domain_scores_codex":[0.9973691,0.0004322349,0.0004672316,0.0007214366,0.0006319919,0.0003780333],"domain_scores_gemma":[0.9981087,0.0002873678,0.0001833815,0.0006724074,0.0003283083,0.0004197697],"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":[0.00002047312,0.0002163623,0.00003546801,0.001837663,0.0001223105,0.00002981663,0.0006111576,7.535308e-8,1.30843e-7,0.0005856715,0.01723577,0.9793051],"study_design_scores_gemma":[0.0001573691,0.0001650361,0.0001620176,0.001290073,0.0008195479,0.0003173219,0.0008275754,0.000002418648,7.376414e-7,0.00001221103,0.996023,0.0002227206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006327291,0.9798917,0.000005563321,0.01395408,0.0007967351,0.003070495,0.00004194975,0.00006809706,0.002108125],"genre_scores_gemma":[0.0001413342,0.9927506,0.0001754471,0.00009729081,0.003724336,0.001208687,0.0001485987,0.00008806358,0.001665671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9790824,"threshold_uncertainty_score":0.9993846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03996767457212624,"score_gpt":0.378985079148932,"score_spread":0.3390174045768058,"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."}}