{"id":"W4250222824","doi":"10.1164/ajrccm-conference.2021.203.1_meetingabstracts.a3347","title":"Alternative Tests for the Identification of Obstructive Sleep Apnea in Children: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Paediatric Society; University of British Columbia; University of Manitoba; University of Alberta; Brandon Regional Health Authority; University of Toronto; Montreal Children's Hospital; BC Children's Hospital; College of Family Physicians of Canada; University of Saskatchewan; Hospital for Sick Children; Canadian Thoracic Society; Vancouver Island University; Alberta Children's Hospital; Brandon University","funders":"","keywords":"Obstructive sleep apnea; Identification (biology); Medicine; Systematic review; Sleep apnea; Computer science; Sleep (system call); Intensive care medicine; MEDLINE; Internal medicine; Biology","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":[0.005214246,0.001702295,0.01067303,0.007008596,0.0005630734,0.002461007,0.002393969,0.002704859,0.00414264],"category_scores_gemma":[0.02933013,0.001100117,0.01208562,0.005833718,0.0009901036,0.002282238,0.001543663,0.002013232,0.0003126173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240295,"about_ca_system_score_gemma":0.005782039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01346356,"about_ca_topic_score_gemma":0.03776206,"domain_scores_codex":[0.9948518,0.001500643,0.001903367,0.000559209,0.001015383,0.0001695807],"domain_scores_gemma":[0.9827865,0.01347622,0.002401321,0.0001724531,0.0009770306,0.0001864001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0006011426,0.00003661077,0.002325676,0.9006754,0.036746,0.0001245695,0.0001251898,0.0001287672,0.0001586623,0.0001671688,0.001509351,0.05740158],"study_design_scores_gemma":[0.001192025,0.0003770437,0.01119407,0.6711889,0.303276,0.0005998368,0.0003499795,0.0001951045,0.0002043859,0.0004155631,0.01090712,0.0001000071],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005028776,0.9990492,0.0000587477,0.00006246722,0.00007183298,0.00006456413,0.0001152561,0.000002834219,0.00007217447],"genre_scores_gemma":[0.009221541,0.9897144,0.0004203962,0.0002878213,0.00008437925,0.0000895315,0.0001323922,0.000002343528,0.00004719512],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01346356,"threshold_uncertainty_score":0.02757591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05254478313844149,"score_gpt":0.3917881506153968,"score_spread":0.3392433674769553,"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."}}