{"id":"W4387317637","doi":"10.1007/978-3-031-22483-6_127-1","title":"Pediatric Sleep Apnea","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa","funders":"","keywords":"Medicine; Hypoxemia; Hypercapnia; Obstructive sleep apnea; Anesthesia; Airway obstruction; Apnea; Sleep apnea; Sleep (system call); Hypoxia (environmental); Ventilation (architecture); Airway; Cardiology; Neurocognitive; Respiratory system; Internal medicine; Cognition","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":[0.0001562549,0.0006367269,0.0004043427,0.0008323939,0.0007132021,0.0009495862,0.0004094944,0.0006407342,0.1225559],"category_scores_gemma":[0.0005076453,0.0002745615,0.0003141857,0.0007270873,0.0002320769,0.0008430347,0.001018863,0.002027548,0.04696612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005233629,"about_ca_system_score_gemma":0.0008269594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232714,"about_ca_topic_score_gemma":0.01037053,"domain_scores_codex":[0.9999006,0.00001294601,0.000004775351,0.00001466107,0.00005266241,0.00001434036],"domain_scores_gemma":[0.9998808,0.0000282648,0.000007800959,0.000008765786,0.00004369146,0.00003072877],"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":[0.000009629683,0.00002736531,0.000188,0.0001177892,0.000003357125,0.0002525608,0.00008916662,0.0001357556,0.0003183559,0.008413774,0.70437,0.2860743],"study_design_scores_gemma":[0.000001929767,0.000007674123,0.0003245437,0.0001329692,0.000002912019,0.0006610706,0.00003628765,0.00003751273,0.00005368426,0.001263178,0.9974762,0.000002165482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005601567,0.05004315,0.001983051,0.003586928,0.00754337,0.00005669117,0.0002225991,0.0002782049,0.9357258],"genre_scores_gemma":[0.002883157,0.04029756,0.00211409,0.002447056,0.002286846,0.00005225085,0.0002535691,0.0001060665,0.9495596],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1225559,"threshold_uncertainty_score":0.4099903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737080063745261,"score_gpt":0.2956920838874393,"score_spread":0.2583212832499867,"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."}}