{"id":"W2190347595","doi":"10.1002/ppul.23353","title":"Domiciliary noninvasive positive airway pressure therapy in children","year":2015,"lang":"en","type":"review","venue":"Pediatric Pulmonology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Pulmonologists; Positive airway pressure; Intensive care medicine; Hypoventilation; Obstructive sleep apnea; Airway; Pediatrics; Continuous positive airway pressure; Positive pressure; Surgery; Respiratory system; Anesthesia; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006422366,0.0007516318,0.003274147,0.001613479,0.00005401812,0.00002150213,0.0006372597,0.00135841,0.0002296202],"category_scores_gemma":[0.0003720014,0.0006000714,0.0005304132,0.001316881,0.0002213019,0.0001024521,0.000357073,0.002228674,0.0007017727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372927,"about_ca_system_score_gemma":0.001245952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001769419,"about_ca_topic_score_gemma":0.000006429882,"domain_scores_codex":[0.9955686,0.000818412,0.0009072659,0.001158154,0.0005412779,0.001006309],"domain_scores_gemma":[0.9975411,0.0004301717,0.0004461283,0.0008845632,0.0003425099,0.0003554983],"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":[0.0001820635,0.0004096144,0.0210801,0.00207575,0.0008999927,0.0005289595,0.00008865498,6.213792e-7,5.110821e-7,0.00004078157,0.0008187789,0.9738742],"study_design_scores_gemma":[0.009419768,0.002875482,0.02035931,0.001258183,0.007088935,0.006602361,0.00005147609,0.00001982277,0.0000109688,0.0003260875,0.9499915,0.001996066],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001799542,0.9911864,0.000006240029,0.000120178,0.0003490775,0.004409979,0.0002783912,0.00008117272,0.001768975],"genre_scores_gemma":[0.0004194402,0.9958551,0.0001325237,0.00005960866,0.001814378,0.0004425247,0.0006305698,0.0001455898,0.0005002823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9718781,"threshold_uncertainty_score":0.999938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03238128531378905,"score_gpt":0.3406745846194929,"score_spread":0.3082932993057039,"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."}}