{"id":"W2773351298","doi":"10.5664/jcsm.6826","title":"Clinical Prediction Rules, Adenotonsillectomy and Children With Obstructive Sleep Apnea: What's Next?","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Sleep Medicine","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Tonsillectomy; Adenoidectomy; Clinical prediction rule; Sleep apnea; Pediatrics; Apnea; Cardiology; Internal medicine; Anesthesia","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":[0.003237785,0.0003797727,0.001137503,0.0007211204,0.001885979,0.002527839,0.001370635,0.01328953,0.003038277],"category_scores_gemma":[0.04391987,0.0004855766,0.0009183983,0.0006499744,0.001526897,0.003393855,0.0008752742,0.01890926,0.001393196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002676747,"about_ca_system_score_gemma":0.003375023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00732308,"about_ca_topic_score_gemma":0.01357966,"domain_scores_codex":[0.9975175,0.0008230911,0.0005643053,0.0002593094,0.0006018175,0.0002339405],"domain_scores_gemma":[0.9772331,0.01634971,0.001280399,0.0003730174,0.002946102,0.001817748],"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":[0.0003214976,0.0002228614,0.06443257,0.0003410793,0.000145125,0.01663,0.0005659084,0.0008208993,0.0002885425,0.006719133,0.7790074,0.130505],"study_design_scores_gemma":[0.001164633,0.0006071851,0.06821097,0.007507226,0.00072612,0.08022093,0.007041993,0.01420223,0.000955176,0.1032448,0.7156782,0.0004406102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003692164,0.005591388,0.0002825844,0.9802259,0.007581904,0.000008646663,0.00008468628,0.00001691779,0.002515834],"genre_scores_gemma":[0.1440658,0.02125671,0.00529067,0.6210557,0.2021111,0.0001496599,0.0004589496,0.00005098433,0.005560477],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01328953,"threshold_uncertainty_score":0.01942122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06084610861703194,"score_gpt":0.3883983891487915,"score_spread":0.3275522805317596,"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."}}