{"id":"W2968841003","doi":"10.1053/j.semperi.2019.08.006","title":"Enhanced monitoring during neonatal resuscitation","year":2019,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"Heart and Stroke Foundation of Canada","keywords":"Medicine; Neonatal resuscitation; Resuscitation; Ventilation (architecture); Tidal volume; Leak; Functional residual capacity; Positive pressure ventilation; Intensive care medicine; Anesthesia; Lung volumes; Lung; Respiratory system; Internal medicine; Respiratory failure","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001915738,0.001273982,0.002598318,0.002612415,0.0002647245,0.001318908,0.001183059,0.001898194,0.004442873],"category_scores_gemma":[0.005704795,0.0003865646,0.001120992,0.001730328,0.0007442732,0.001781832,0.001436934,0.002204872,0.001280269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009372106,"about_ca_system_score_gemma":0.002196533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001128092,"about_ca_topic_score_gemma":0.00217636,"domain_scores_codex":[0.9991411,0.0002712998,0.000200659,0.000145021,0.00017729,0.00006462552],"domain_scores_gemma":[0.9973453,0.001659655,0.0005474528,0.00005873947,0.0002765433,0.0001123262],"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":[0.000185343,0.00004499825,0.0002660581,0.04141572,0.0002698253,0.0001291139,0.00003923388,0.0001254129,0.0004292758,0.0008200016,0.01877952,0.9374955],"study_design_scores_gemma":[0.0004530292,0.0007589005,0.008359566,0.1366161,0.003650242,0.004917537,0.0002213456,0.0003906161,0.001400738,0.003252079,0.8398706,0.0001091504],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004785506,0.9991446,0.00006806312,0.0002216158,0.0002497521,0.000003821381,0.00000752553,0.00000344825,0.0002533433],"genre_scores_gemma":[0.0008369322,0.9976528,0.0001832296,0.0005082439,0.0006282094,0.0000121138,0.00001816374,0.000001332761,0.0001589464],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004442873,"threshold_uncertainty_score":0.0148629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08201801547706651,"score_gpt":0.4456808436801071,"score_spread":0.3636628282030406,"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."}}