{"id":"W4205382807","doi":"10.1016/s0140-6736(21)02448-x","title":"COVID-19 ARDS: getting ventilation right – Authors' reply","year":2021,"lang":"en","type":"article","venue":"The Lancet","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital","funders":"National Institutes of Health; Foundation for the National Institutes of Health","keywords":"Extracorporeal membrane oxygenation; Mechanical ventilation; Nasal cannula; Cohort; Cannula; Ventilation (architecture); Extracorporeal; Observational study","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":[0.006034775,0.001386011,0.002547531,0.001406805,0.002794874,0.006010372,0.002595765,0.07146309,0.01114217],"category_scores_gemma":[0.04993193,0.001298025,0.00192281,0.0009046682,0.00372107,0.004646958,0.003184401,0.06011105,0.01080333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569384,"about_ca_system_score_gemma":0.004094446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003109975,"about_ca_topic_score_gemma":0.003295848,"domain_scores_codex":[0.9937423,0.001638363,0.001136078,0.0009829719,0.001684183,0.0008160988],"domain_scores_gemma":[0.9704701,0.01670785,0.002285189,0.0008571349,0.006290721,0.003389015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005767538,0.00001424347,0.0002603214,0.0001057196,0.00003457957,0.000364929,0.00007707594,0.00002699769,0.00006933948,0.0008107488,0.9951652,0.003013104],"study_design_scores_gemma":[0.0002473273,0.0000943726,0.001283381,0.0006455837,0.0001259344,0.0009071307,0.0006119327,0.0001747817,0.0002728247,0.004362961,0.991107,0.0001668387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000123227,0.002551067,0.00006028512,0.8726555,0.1237273,0.000007325973,0.00007779089,0.0000252204,0.0007723792],"genre_scores_gemma":[0.001364733,0.001352608,0.00007250935,0.9022955,0.09278426,0.00002546187,0.00003878312,0.00002218537,0.002043925],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07146309,"threshold_uncertainty_score":0.03727424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501527261764192,"score_gpt":0.2807580661071946,"score_spread":0.2457427934895527,"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."}}