{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005052316,0.0004573844,0.0009078243,0.001905355,0.0002676547,0.0008481523,0.0004769962,0.0008023879,0.002456184],"category_scores_gemma":[0.001152373,0.0001696353,0.0006772269,0.001196243,0.0003718077,0.0008513871,0.0005758042,0.001009489,0.0007945918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412778,"about_ca_system_score_gemma":0.001231751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001475994,"about_ca_topic_score_gemma":0.002575323,"domain_scores_codex":[0.999683,0.0000614872,0.00007870237,0.00005348534,0.0001018704,0.00002142851],"domain_scores_gemma":[0.9996192,0.0002174952,0.00007530682,0.000008584016,0.00005902957,0.00002036524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006749,0.0000830686,0.001390414,0.03931553,0.0001228206,0.0007060757,0.0001532961,0.000118917,0.001010463,0.002174779,0.0133699,0.9414874],"study_design_scores_gemma":[0.00003497746,0.0002310453,0.007992068,0.03401236,0.0004219166,0.01496657,0.0002825591,0.0001297726,0.0008777209,0.001678115,0.9393401,0.00003286481],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002736051,0.9985994,0.00005698079,0.0001553733,0.00007634884,0.00000423449,0.0000120752,0.0000030177,0.0008189118],"genre_scores_gemma":[0.001764588,0.997482,0.0001965385,0.0001749759,0.0001087539,0.000006219996,0.00001957652,9.118269e-7,0.0002465556],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002456184,"threshold_uncertainty_score":0.008216739,"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."}}