{"id":"W4223463162","doi":"10.2147/nss.s348978","title":"To Wear or Not Wear the Mask: Decline in Positive Airway Pressure Usage in Children with Sleep Disordered Breathing During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"Nature and Science of Sleep","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Sickkids Research Institute; Canadian Institutes of Health Research; Hospital for Sick Children","keywords":"Sleep disordered breathing; Positive airway pressure; Pandemic; Coronavirus disease 2019 (COVID-19); Airway; Continuous positive airway pressure; Breathing","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":[0.0005248011,0.0002148248,0.0002794682,0.0005863472,0.0005876163,0.0007339693,0.0004794697,0.0004872025,0.001099797],"category_scores_gemma":[0.002067696,0.0002250925,0.0004886641,0.001006555,0.0003174982,0.0005604564,0.0006454625,0.001112991,0.0002273054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001178507,"about_ca_system_score_gemma":0.001049606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08135637,"about_ca_topic_score_gemma":0.125027,"domain_scores_codex":[0.9995578,0.00005028652,0.00005045715,0.00008882961,0.0001020731,0.0001504999],"domain_scores_gemma":[0.9985657,0.0001083266,0.0008479518,0.00003713932,0.0001946382,0.0002462402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002069312,0.00001055657,0.9992869,0.000005013449,0.000005762487,0.00002671175,0.0001510156,0.00001094793,0.00002928284,0.000003450142,0.00004899128,0.000400628],"study_design_scores_gemma":[5.291368e-7,0.0000247484,0.9993812,0.000006037399,0.000002928502,0.00006902166,0.0004124779,0.0000298231,0.00001305647,0.000001738641,0.00005720951,0.00000122611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987829,0.0001984223,0.00002329683,0.00007049156,0.000004602535,0.000008650923,0.0006307653,0.000002415792,0.0002783404],"genre_scores_gemma":[0.9991286,0.0001350589,0.00005175931,0.0000282696,0.000003921184,0.00001049811,0.0005178087,0.00000135471,0.0001226448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08135637,"threshold_uncertainty_score":0.1617656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257606518150464,"score_gpt":0.30261829812233,"score_spread":0.2900422329408253,"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."}}