{"id":"W4292822754","doi":"10.1002/ppul.26124","title":"Lung recruitment in neonatal high‐frequency oscillatory ventilation with volume‐guarantee","year":2022,"lang":"en","type":"article","venue":"Pediatric Pulmonology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Interquartile range; Mean airway pressure; High-frequency ventilation; Lung volumes; Lung; Tidal volume; Continuous positive airway pressure; Gestational age; Mechanical ventilation; Oxygenation; Anesthesia; Neonatology; Ventilation (architecture); Respiratory failure; Respiratory system; Internal medicine; Pregnancy","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":[0.001073954,0.0002247003,0.0005731729,0.0003358284,0.0002164794,0.0003882976,0.0003310172,0.0004321083,0.0005213065],"category_scores_gemma":[0.004201799,0.0001499822,0.0003268606,0.0003278539,0.0005076535,0.0003399447,0.0006381788,0.0004026648,0.00008166513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007280192,"about_ca_system_score_gemma":0.0005218384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000575286,"about_ca_topic_score_gemma":0.0004815441,"domain_scores_codex":[0.9990045,0.0004078241,0.0001298541,0.0001567275,0.0001784859,0.000122639],"domain_scores_gemma":[0.9976295,0.0006767902,0.001215796,0.0001013808,0.0000807733,0.0002957499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002262055,0.0002696709,0.9675683,0.000107975,0.00006253574,0.004331159,0.0002792181,0.0004817762,0.01025608,0.0001639929,0.0001086355,0.0141086],"study_design_scores_gemma":[0.00003133481,0.001889955,0.9881236,0.00003614852,0.00002388328,0.006077434,0.0003065587,0.001312457,0.001873148,0.00009047697,0.0002242714,0.00001059027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994256,0.0001574973,0.0002775282,0.0000170365,0.000003319009,0.000008423309,0.00001456099,0.000002675675,0.00009329156],"genre_scores_gemma":[0.9996501,0.00006849303,0.000166793,0.00002010776,0.00000649064,0.00001953075,0.00003908135,0.000001137703,0.00002825904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001073954,"threshold_uncertainty_score":0.005679667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03643408216476948,"score_gpt":0.3254085453722331,"score_spread":0.2889744632074636,"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."}}