{"id":"W4412610973","doi":"10.1164/rccm.202411-2155oc","title":"Physiological Consequences of Breathing Effort According to the Mode of Ventilation during Acute Hypoxemic Respiratory Failure","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Institute of Health Services and Policy Research; Sinai Health System; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; European Society of Intensive Care Medicine; Institute of Circulatory and Respiratory Health; University of Toronto; European Respiratory Society; Society of Critical Care Medicine","keywords":"Medicine; Ventilation (architecture); Intensive care medicine; Respiratory system; Respiratory failure; Acute respiratory failure; Anesthesia; Mechanical ventilation; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001734474,0.0003090364,0.0003077551,0.0004791737,0.0001938583,0.0006243334,0.0003014478,0.0004157793,0.0007847703],"category_scores_gemma":[0.006019338,0.0001776794,0.0002860921,0.0004262832,0.0005386421,0.0003546092,0.0006273809,0.0003704058,0.0001192632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001913328,"about_ca_system_score_gemma":0.0002169148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011847,"about_ca_topic_score_gemma":0.0009837989,"domain_scores_codex":[0.999137,0.0003658914,0.00008856843,0.0001649287,0.0001481964,0.00009546093],"domain_scores_gemma":[0.996473,0.001326935,0.001497214,0.0002805711,0.0001249819,0.0002972644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006016433,0.00004466586,0.9950334,0.00001946493,0.00008342692,0.00009228241,0.0001306995,0.0002227824,0.001743845,0.00001343868,0.00003013178,0.001984245],"study_design_scores_gemma":[0.000004036429,0.0003162587,0.9988807,0.000003526076,0.00001296148,0.0001568811,0.00007595343,0.0003803087,0.0001356741,0.00001323571,0.00001748195,0.0000029158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994711,0.00007645164,0.0002307462,0.00001726071,0.000002214709,0.000009692504,0.00008444682,0.000003081739,0.0001050242],"genre_scores_gemma":[0.9997482,0.0000212733,0.00009721424,0.00001102772,0.000005686082,0.000006855612,0.00008645639,0.000001071465,0.00002219391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001734474,"threshold_uncertainty_score":0.009172916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087559868667498,"score_gpt":0.3386038701892433,"score_spread":0.3177282715025683,"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."}}