{"id":"W4296037084","doi":"10.5664/jcsm.10284","title":"Impact of COVID-19 pandemic on adherence to noninvasive ventilation in children","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Sleep Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Intensive care medicine; MEDLINE; Noninvasive ventilation; Coronavirus Infections; Mechanical ventilation; Emergency medicine; Virology; Outbreak; Psychiatry; Internal medicine; Infectious disease (medical specialty); Disease","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":[0.001070033,0.0002205309,0.0003877908,0.0003967149,0.0008481644,0.001103574,0.0005837618,0.0009895916,0.003670864],"category_scores_gemma":[0.008044035,0.0002077965,0.001014779,0.000838881,0.0004476044,0.0008355257,0.001564354,0.003006592,0.0002586853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388231,"about_ca_system_score_gemma":0.003843911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08708277,"about_ca_topic_score_gemma":0.08438513,"domain_scores_codex":[0.9975673,0.0003755563,0.0002328931,0.0002558735,0.0004245626,0.001143876],"domain_scores_gemma":[0.9964538,0.0005405919,0.001611345,0.0001157581,0.0005461076,0.0007324797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009762208,0.00007004274,0.9925696,0.00005670255,0.00007706136,0.0002138859,0.0006731467,0.0001442333,0.00008245587,0.0002393807,0.001235638,0.004540156],"study_design_scores_gemma":[0.000003288338,0.00009628748,0.9964535,0.0000991611,0.00002824264,0.0001210393,0.001958058,0.0001320684,0.0000448003,0.00004703233,0.001007735,0.00000860723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869612,0.001394298,0.0001124957,0.003499865,0.000172387,0.00003271949,0.002465846,0.00001163485,0.00534949],"genre_scores_gemma":[0.9978002,0.0005142369,0.00007812813,0.0004752207,0.00004818865,0.00002037717,0.0007119278,0.000006403675,0.000345262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08708277,"threshold_uncertainty_score":0.1731518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477714833594403,"score_gpt":0.4834413826044077,"score_spread":0.3356698992449674,"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."}}