{"id":"W4393360182","doi":"10.1007/s44253-024-00031-8","title":"High-flow nasal oxygen in infants and children for early respiratory management of pneumonia-induced acute hypoxemic respiratory failure: the CENTURI randomized clinical trial","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine – Paediatric and Neonatal","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University; Bill and Melinda Gates Foundation","keywords":"Nasal cannula; Medicine; Fraction of inspired oxygen; Anesthesia; Randomized controlled trial; Pneumonia; Respiratory rate; Surgery; Internal medicine; Mechanical ventilation; Cannula; Heart rate","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002275088,0.001007003,0.002696375,0.0003564782,0.0002548606,0.00109616,0.00060049,0.001567901,0.003267407],"category_scores_gemma":[0.002822528,0.0003924735,0.002079282,0.0003201405,0.0007322067,0.0006226544,0.0004322185,0.001660645,0.0002849765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005444026,"about_ca_system_score_gemma":0.0008832138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009052753,"about_ca_topic_score_gemma":0.001547879,"domain_scores_codex":[0.9985458,0.001103966,0.00007681947,0.0001147831,0.0000616731,0.00009704687],"domain_scores_gemma":[0.9986845,0.0005241027,0.0003571995,0.00007459141,0.0000600447,0.0002996252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9824042,0.002245162,0.001539069,0.001217837,0.001236237,0.00004011236,0.00002491574,0.0001882296,0.0007769325,0.0001461613,0.0003447898,0.009836336],"study_design_scores_gemma":[0.939965,0.05165286,0.005370719,0.00021838,0.001341418,0.00004496991,0.00003514905,0.0004321628,0.0002003849,0.0001108365,0.0006148588,0.00001335813],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763895,0.01818787,0.0005089524,0.0007197257,0.0007140471,0.001774696,0.0004703435,0.00003948884,0.001195385],"genre_scores_gemma":[0.9891644,0.004776865,0.0009924535,0.0005715322,0.0004604105,0.00259826,0.0004416016,0.000006320935,0.0009880089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003267407,"threshold_uncertainty_score":0.01203197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390255447464373,"score_gpt":0.3159150268713006,"score_spread":0.2920124723966569,"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."}}