{"id":"W2291788906","doi":"10.1152/ajplung.00277.2015","title":"An individualized approach to sustained inflation duration at birth improves outcomes in newborn preterm lambs","year":2015,"lang":"en","type":"article","venue":"American Journal of Physiology-Lung Cellular and Molecular Physiology","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"National Health and Medical Research Council; Fisher and Paykel Healthcare; Medical Research Council; State Government of Victoria","keywords":"Tidal volume; Ventilation (architecture); Lung; Respiratory physiology; Lung volumes; Mechanical ventilation; Medicine; Nitrogen washout; Aeration; Anesthesia; Respiratory system; Cardiology; Internal medicine; Functional residual capacity; Chemistry; Physics","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":[0.0007019104,0.000262629,0.000941541,0.0005078709,0.00006384635,0.00001403369,0.0002165477,0.0001297738,0.000006498437],"category_scores_gemma":[0.0003845872,0.0002090665,0.0001220449,0.0004182161,0.0003439817,0.0001734435,0.0001379561,0.0004379257,0.000004204138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002330151,"about_ca_system_score_gemma":0.0004500815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008286444,"about_ca_topic_score_gemma":0.000006253691,"domain_scores_codex":[0.9972153,0.0007602911,0.0007075801,0.0004334473,0.0003688225,0.0005145519],"domain_scores_gemma":[0.9979851,0.0001003321,0.0004898771,0.0003878872,0.0003875263,0.0006492602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003884546,0.0002489435,0.003326891,0.0001382885,0.000104819,0.0000410869,0.0008995269,0.0001413775,0.9834803,0.00009301356,0.0000303315,0.007610859],"study_design_scores_gemma":[0.01576059,0.03071347,0.7616371,0.0001519678,0.0002415399,0.0003207763,0.003921411,0.006397539,0.1743313,0.001410398,0.004156859,0.0009570373],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973624,0.000497501,0.0009068588,0.0003899453,0.00007889952,0.0006308921,0.000005784465,0.00001725089,0.000110449],"genre_scores_gemma":[0.9944528,0.00005075306,0.00384059,0.001386839,0.0001163239,0.0000281504,0.0000530141,0.00003757199,0.00003391015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.809149,"threshold_uncertainty_score":0.8525485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643776660498251,"score_gpt":0.3257978077814813,"score_spread":0.3093600411764988,"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."}}