{"id":"W2982257776","doi":"10.1016/j.prrv.2019.10.002","title":"Cerebral oxygenation in children with sleep-disordered breathing","year":2019,"lang":"en","type":"review","venue":"Paediatric Respiratory Reviews","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Neurocognitive; Medicine; Oxygenation; Pathophysiology; Breathing; Sleep (system call); Cardiology; Anesthesia; Internal medicine; Cognition; Psychiatry","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002287106,0.001011371,0.004900839,0.001691744,0.0000898713,0.00008095818,0.000610163,0.0006493594,0.0002795827],"category_scores_gemma":[0.0007680099,0.0006846787,0.001019724,0.003076792,0.0001020694,0.0002726807,0.0002366105,0.001925109,0.00187857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008764025,"about_ca_system_score_gemma":0.0005987642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002495961,"about_ca_topic_score_gemma":0.00001083534,"domain_scores_codex":[0.9931924,0.001434682,0.002050586,0.001401656,0.001028102,0.0008926057],"domain_scores_gemma":[0.9965274,0.0002326049,0.001160675,0.001556106,0.0001824528,0.0003407825],"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":[0.00001979756,0.0001260135,0.02515166,0.02490762,0.0002360778,0.00003104614,0.00002951421,6.101549e-7,3.000521e-7,0.00001971033,0.0002906506,0.949187],"study_design_scores_gemma":[0.001761456,0.000343209,0.003543723,0.005975607,0.002036676,0.0002119013,0.000007005568,0.00001038643,3.259183e-7,0.000003872993,0.9854162,0.0006896047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002389428,0.9867972,0.00004504628,0.00001784351,0.0001831205,0.0111284,0.0000399146,0.00007636958,0.001473148],"genre_scores_gemma":[0.00002418978,0.9967391,0.0005532315,0.0001624387,0.0009182281,0.0009130753,0.000269353,0.0002263947,0.0001940145],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9851256,"threshold_uncertainty_score":0.9995604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07565246710480092,"score_gpt":0.3552753034119552,"score_spread":0.2796228363071542,"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."}}