{"id":"W2167254126","doi":"10.1164/rccm.200405-625oc","title":"Oxygenation Index Predicts Outcome in Children with Acute Hypoxemic Respiratory Failure","year":2005,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":299,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Mechanical ventilation; Respiratory failure; Extracorporeal membrane oxygenation; Intubation; Univariate analysis; Survival analysis; Internal medicine; Anesthesia; Multivariate analysis","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":[0.001045442,0.0005236277,0.0003538869,0.0009245917,0.0001672902,0.0003827235,0.0003166216,0.0005408404,0.000574681],"category_scores_gemma":[0.005202496,0.0002030963,0.0003761763,0.0007130951,0.0003772955,0.0006168475,0.0004916504,0.0007934591,0.0001934873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000274706,"about_ca_system_score_gemma":0.0003377735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847304,"about_ca_topic_score_gemma":0.001386162,"domain_scores_codex":[0.9996275,0.0001254955,0.00004048203,0.0000347893,0.00008131369,0.00009041686],"domain_scores_gemma":[0.99619,0.001337583,0.001679146,0.0001146747,0.0002248638,0.0004536151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009805039,0.00001438445,0.998765,0.000004292728,0.00001087947,0.00006169664,0.00002360555,0.0001122584,0.00009096944,0.000009057198,0.00002400519,0.0007857598],"study_design_scores_gemma":[0.000007341408,0.0002203158,0.9981903,0.000005237424,0.00001349944,0.0004425112,0.00005698853,0.0008723257,0.0001079197,0.00002943436,0.00005072238,0.000003351453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993243,0.000255229,0.0001670354,0.00001897577,0.000002311424,0.000004303078,0.00008305374,0.000004872363,0.0001400157],"genre_scores_gemma":[0.9994199,0.00008963338,0.0001710704,0.000005764612,0.000007436727,0.000009352571,0.0002575045,0.00000238538,0.00003705782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001847304,"threshold_uncertainty_score":0.005528867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477232893151891,"score_gpt":0.3019791937502925,"score_spread":0.2872068648187736,"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."}}