{"id":"W4213452922","doi":"10.3390/children9030306","title":"Trends in Diagnosing Obstructive Sleep Apnea in Pediatrics","year":2022,"lang":"en","type":"review","venue":"Children","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Polysomnography; Obstructive sleep apnea; Gold standard (test); Neurocognitive; Pediatrics; Physical examination; Physical therapy; Intensive care medicine; Modalities; Sleep (system call); Apnea; Cognition; Psychiatry; Internal medicine","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":[0.002333792,0.0008382373,0.001427347,0.007460696,0.0002576984,0.001368622,0.001353583,0.001153146,0.002915045],"category_scores_gemma":[0.005301664,0.0004029221,0.001273786,0.006015348,0.0006039215,0.001800078,0.0006619309,0.001743719,0.0009063045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287556,"about_ca_system_score_gemma":0.002165548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004713548,"about_ca_topic_score_gemma":0.006353605,"domain_scores_codex":[0.9988245,0.0002356012,0.0002993638,0.0001891751,0.0003854244,0.00006591885],"domain_scores_gemma":[0.9961236,0.002356675,0.0005616883,0.00004654004,0.0007931537,0.0001183591],"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":[0.00007104369,0.00004388825,0.002299803,0.05434077,0.0002147045,0.0002036979,0.0001491062,0.0002271478,0.0002905387,0.001402215,0.02452357,0.9162334],"study_design_scores_gemma":[0.00005394074,0.0001937881,0.01982387,0.136177,0.001410238,0.006577488,0.0005858468,0.0003269739,0.0005183012,0.001797383,0.8324659,0.00006927284],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009517746,0.9992127,0.00003471485,0.0002455599,0.000128271,0.000002596495,0.00002058433,0.000003397327,0.0002569176],"genre_scores_gemma":[0.0005587102,0.9990215,0.0001176279,0.0001204888,0.0001047345,0.000003119149,0.00002662214,0.000001138809,0.00004604414],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007460696,"threshold_uncertainty_score":0.01234239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04303094303991076,"score_gpt":0.3527888736090835,"score_spread":0.3097579305691727,"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."}}