{"id":"W4382344452","doi":"10.1002/ppul.26567","title":"Polysomnography in hospitalized children: Characteristics and clinical practice at a single tertiary care center","year":2023,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Hospital for Sick Children","keywords":"Medicine; Interquartile range; Polysomnography; Pediatrics; Sleep study; Tertiary care; Obstructive sleep apnea; Single Center; Gold standard (test); Sleep disordered breathing; Emergency medicine; Physical therapy; Apnea; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0005055556,0.0002622538,0.0003811732,0.001056967,0.0007171278,0.000821211,0.0005483365,0.0004038714,0.001976031],"category_scores_gemma":[0.003373533,0.0003034839,0.0002850431,0.002021106,0.0006598365,0.0005777532,0.0006670693,0.0005468485,0.0002161321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002592907,"about_ca_system_score_gemma":0.002766555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03105391,"about_ca_topic_score_gemma":0.04978428,"domain_scores_codex":[0.9989359,0.0001403043,0.0001750453,0.0001850576,0.0002980767,0.0002656304],"domain_scores_gemma":[0.9953838,0.0005130813,0.002598846,0.00008908914,0.0003678207,0.001047345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001115636,0.0000114684,0.9987148,0.00001089682,0.000005867913,0.0002820263,0.0001417217,0.00001631372,0.00006281184,0.000008484185,0.0001232128,0.0006112529],"study_design_scores_gemma":[0.000002409542,0.00006191157,0.9974166,0.00002793984,0.00000564814,0.001325644,0.0009261789,0.00006091064,0.00004220959,0.000005377746,0.000121633,0.000003492069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998687,0.0003473842,0.00003893735,0.0001436089,0.000007206746,0.00001456801,0.0002977056,0.000006943627,0.0004565759],"genre_scores_gemma":[0.9993135,0.0002562007,0.00008516391,0.00005851678,0.0000122564,0.00001009705,0.000221319,0.000002868025,0.00003998994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03105391,"threshold_uncertainty_score":0.0617463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472808962452703,"score_gpt":0.3250170322299094,"score_spread":0.3102889426053823,"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."}}