{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002193312,0.0002903202,0.0005617946,0.0005810352,0.000685475,0.00049863,0.0003222272,0.0004885191,0.001159451],"category_scores_gemma":[0.00136453,0.0002149908,0.0008671601,0.000875774,0.0004760855,0.0004205638,0.0004497281,0.0009629531,0.00008687122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001046063,"about_ca_system_score_gemma":0.0007880755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02016862,"about_ca_topic_score_gemma":0.02645059,"domain_scores_codex":[0.9996889,0.00004483189,0.00002692541,0.00004742106,0.00007388063,0.0001180427],"domain_scores_gemma":[0.9994167,0.0001053038,0.0002075561,0.00001722582,0.00004973271,0.0002035773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307496,0.00007904241,0.9979357,0.000009131742,0.00003538591,0.0005108881,0.0001178631,0.00003290076,0.0001962399,0.00001337679,0.00006499532,0.000873826],"study_design_scores_gemma":[0.00000713801,0.0001533218,0.9984212,0.000006343345,0.00002422242,0.0007841821,0.0004476059,0.00003668344,0.00003733044,0.000007469378,0.00007123623,0.000003183034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990472,0.0003484612,0.00001759712,0.00006749699,0.00001138462,0.000005543471,0.0001450066,0.000001836921,0.0003553976],"genre_scores_gemma":[0.999342,0.0002063099,0.00003195148,0.00003640941,0.00001057607,0.000008532214,0.0002445369,0.000001157984,0.0001184225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02016862,"threshold_uncertainty_score":0.04010248,"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."}}