{"id":"W4200518925","doi":"10.1111/pan.14359","title":"Respiratory prehabilitation in pediatric anesthesia in children with muscular and neurologic disease","year":2021,"lang":"en","type":"review","venue":"Pediatric Anesthesia","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Université de Montréal; Children's Hospital of Western Ontario; London Health Sciences Centre; Centre Hospitalier Universitaire Sainte-Justine; Western University","funders":"","keywords":"Medicine; Exsufflation; Neuromuscular disease; Anesthesia; Mechanical ventilation; Continuous positive airway pressure; Insufflation; Intensive care medicine; Perioperative; Atelectasis; Hypoventilation; Cerebral palsy; Ventilation (architecture); Pneumonia; Physical therapy; Disease; Respiratory system; Lung; Internal medicine; Obstructive sleep apnea","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":[0.0002404878,0.0002740413,0.0003841617,0.0005857599,0.0005703201,0.0004995827,0.0002367718,0.0004249233,0.00233183],"category_scores_gemma":[0.001155944,0.0001165747,0.0003553497,0.0005944286,0.0003046086,0.0005575425,0.0005672113,0.001064905,0.0002372911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007257602,"about_ca_system_score_gemma":0.001013201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405536,"about_ca_topic_score_gemma":0.009571493,"domain_scores_codex":[0.9997105,0.00005623558,0.00003522988,0.00003387966,0.00005940001,0.0001047907],"domain_scores_gemma":[0.9995419,0.00008996575,0.0001810877,0.000008186666,0.0000509791,0.0001278363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00007320775,0.0000978488,0.9696133,0.0001823091,0.00002755108,0.007120851,0.0004054854,0.0001178092,0.0004025525,0.0003192477,0.00223649,0.01940349],"study_design_scores_gemma":[0.000009558399,0.0001788545,0.9688202,0.0003276196,0.00004325437,0.02571896,0.001405893,0.0002285713,0.0001915766,0.000231947,0.00283485,0.000008708485],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9600704,0.02527494,0.0005421136,0.003505877,0.0001620283,0.00006189215,0.0005386792,0.00002843377,0.009815759],"genre_scores_gemma":[0.9862247,0.01156359,0.0006253374,0.0004152608,0.0001450161,0.00004988409,0.0003180859,0.000007365598,0.0006508243],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006405536,"threshold_uncertainty_score":0.0127365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316399812594825,"score_gpt":0.283955770927494,"score_spread":0.2607917728015457,"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."}}