{"id":"W2299202885","doi":"10.1038/pr.2016.59","title":"Optimizing lung aeration at birth using a sustained inflation and positive pressure ventilation in preterm rabbits","year":2016,"lang":"en","type":"article","venue":"Pediatric Research","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Functional residual capacity; Medicine; Lung volumes; Anesthesia; Ventilation (architecture); Airway; Plethysmograph; Airway resistance; Lung; Pulmonary compliance; Artificial ventilation; Internal medicine; Respiratory disease","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":[],"consensus_categories":[],"category_scores_codex":[0.002570002,0.0001270967,0.0002108486,0.001137311,0.0002681259,0.00005282877,0.00008197478,0.0001636777,0.00007736671],"category_scores_gemma":[0.001845157,0.00009923366,0.00003105294,0.0009725323,0.00008961445,0.0004482414,0.0002215007,0.0004041579,0.00001564992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008191683,"about_ca_system_score_gemma":0.0006140252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001163314,"about_ca_topic_score_gemma":0.00006051536,"domain_scores_codex":[0.9968368,0.000509618,0.0003818685,0.0004516294,0.001161078,0.0006589959],"domain_scores_gemma":[0.9978962,0.0008278769,0.00008428434,0.0002545201,0.0006547408,0.0002823855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004924073,0.0001114054,0.9183714,0.002287884,0.00002912993,0.0001873025,0.001532087,0.0001394016,0.04960487,0.0001547858,0.0002035109,0.02245414],"study_design_scores_gemma":[0.007986922,0.0009145184,0.9243137,0.0004947847,0.00007128822,0.00004077693,0.0001889793,0.05196331,0.0118854,0.0001872389,0.001599442,0.0003536326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923867,0.004167315,0.0005347063,0.0007696564,0.00003821227,0.001770543,0.00001408344,0.00002743574,0.0002913489],"genre_scores_gemma":[0.9967213,0.001118239,0.0004453545,0.00002346241,0.0003707506,0.00006139363,0.00001368773,0.00003073925,0.001215133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05182391,"threshold_uncertainty_score":0.4046631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06456897851005378,"score_gpt":0.4141460265101363,"score_spread":0.3495770480000825,"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."}}