{"id":"W4394770459","doi":"10.1164/rccm.202403-0618le","title":"Reply to Tiruvoipati <i>et al.</i> : VENT-AVOID Trial: Avoiding Acute Hypercapnic Respiratory Failure!","year":2024,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Hypercapnia; Acute respiratory failure; Intensive care medicine; Respiratory failure; Intensive care; Respiratory system; Anesthesia; Mechanical ventilation; Internal medicine","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":[0.005265258,0.001001495,0.001869506,0.0009363845,0.003286015,0.003317691,0.002412342,0.04578949,0.009805311],"category_scores_gemma":[0.02773516,0.0009396824,0.001642607,0.0009296431,0.002256079,0.003430336,0.001431703,0.03941622,0.01145744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218642,"about_ca_system_score_gemma":0.00404737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005780715,"about_ca_topic_score_gemma":0.008475544,"domain_scores_codex":[0.9967463,0.001163834,0.0004253388,0.0003905295,0.0008284529,0.0004455083],"domain_scores_gemma":[0.9886765,0.005710487,0.0008108588,0.0002828595,0.002540214,0.001979026],"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":[0.00009870908,0.00001109903,0.0002347426,0.00003955613,0.000009505047,0.0002480034,0.00002680555,0.00001639428,0.00005583715,0.0003006869,0.9971951,0.001763545],"study_design_scores_gemma":[0.0006859312,0.0002052351,0.001966129,0.0007303462,0.0001008812,0.001723654,0.000389093,0.0004402155,0.0005020305,0.00485644,0.9882429,0.0001572127],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001773117,0.001508765,0.000047733,0.9783125,0.01835455,0.0000170721,0.0001573231,0.00004150696,0.001383274],"genre_scores_gemma":[0.001049392,0.0006270035,0.00007904188,0.9787103,0.01706416,0.00004565179,0.00005032446,0.00002338125,0.002350917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04578949,"threshold_uncertainty_score":0.03280205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487603397481955,"score_gpt":0.3459475351620504,"score_spread":0.3110715011872309,"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."}}