{"id":"W2980871224","doi":"10.1097/ccm.0000000000004027","title":"Preoperative Diaphragm Function Is Associated With Postoperative Pulmonary Complications After Cardiac Surgery","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Montreal Heart Institute; Innovation and Economic Development Trois Rivières; Centre Hospitalier de l’Université de Montréal; Hôpital Charles-Le Moyne; Hôpital Maisonneuve-Rosemont; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Atelectasis; Pulmonary function testing; Mechanical ventilation; Surgery; Pneumonia; Cardiac surgery; Diaphragmatic breathing; Prospective cohort study; Cardiology; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005320847,0.0002581186,0.0002452499,0.0003742497,0.0002372486,0.0003841353,0.000255546,0.0003793578,0.001263811],"category_scores_gemma":[0.003558397,0.0001786756,0.0002754119,0.0004939436,0.0002503562,0.0002453793,0.00035544,0.0004742927,0.0001197882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074123,"about_ca_system_score_gemma":0.0003739707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002719543,"about_ca_topic_score_gemma":0.004132015,"domain_scores_codex":[0.9997026,0.00006391991,0.00004849567,0.00005113524,0.00007043908,0.00006329166],"domain_scores_gemma":[0.9976139,0.0004163163,0.001368813,0.0001182154,0.0001674657,0.0003153168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005968142,0.00001092975,0.9992892,0.000004496969,0.00001139353,0.00002347512,0.000005572528,0.00001162916,0.0000762448,0.000001826412,0.00001324917,0.0004922737],"study_design_scores_gemma":[0.000002806028,0.00004502264,0.9996868,0.000002962409,0.000007578177,0.0001227502,0.00001374807,0.0000734167,0.00002218931,0.000002656947,0.00001905815,0.000001020573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993772,0.0003290641,0.00005690142,0.00002426669,0.000004058175,0.000003667682,0.00008224572,0.000002219929,0.0001204688],"genre_scores_gemma":[0.9997448,0.00007325415,0.00004213056,0.000007017341,0.000006700734,0.000002456264,0.00008854509,5.12399e-7,0.00003467969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002719543,"threshold_uncertainty_score":0.005407393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046699934764773,"score_gpt":0.2844483835474999,"score_spread":0.2639813841998521,"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."}}