{"id":"W4310076185","doi":"10.1007/s11325-022-02747-3","title":"Sleep quality, sleep apnea, and metabolic health in children treated with adenotonsillectomy","year":2022,"lang":"en","type":"article","venue":"Sleep And Breathing","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Obstructive sleep apnea; Polysomnography; Sleep apnea; Tonsillectomy; Internal medicine; Otorhinolaryngology; Sleep quality; Neurology; Apnea; Anesthesia; Surgery; Insomnia","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009870576,0.0003116429,0.0007455144,0.0005624803,0.0005606468,0.0000706604,0.0001398781,0.00007131902,0.0001469502],"category_scores_gemma":[0.00006294862,0.0002624055,0.00006433699,0.0008669954,0.000193957,0.0001838789,0.0003551489,0.0008526146,0.000003861436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001965135,"about_ca_system_score_gemma":0.00004641822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00327977,"about_ca_topic_score_gemma":0.00009928933,"domain_scores_codex":[0.9970509,0.0004612612,0.0004429026,0.0007175496,0.0006279077,0.0006994182],"domain_scores_gemma":[0.9989176,0.0001213025,0.000140954,0.000373867,0.00006827615,0.0003779602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005349335,0.0002970584,0.8271641,0.00007357136,0.0004116826,0.000106123,0.001975987,0.00002899089,0.0005989469,0.0006371094,0.00001373056,0.1681578],"study_design_scores_gemma":[0.008948931,0.001025709,0.9804904,0.00003610971,0.0001652891,0.002209058,0.001693126,0.003759086,0.000574093,0.0001207983,0.0005506078,0.0004267602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904527,0.00501825,0.0001330842,0.002223028,0.00003315495,0.001187922,0.00005417235,0.00009894864,0.0007987383],"genre_scores_gemma":[0.9979869,0.00007850108,0.0007277394,0.0007553093,0.00008009336,0.0001190016,0.00009659115,0.00005796421,0.00009795919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.167731,"threshold_uncertainty_score":0.9999828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594794788928152,"score_gpt":0.296345898317926,"score_spread":0.2803979504286445,"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."}}