{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002301361,0.0002673225,0.0007250368,0.0001482436,0.0001122771,0.00001607014,0.00005580871,0.0001600841,0.002579721],"category_scores_gemma":[0.0004081005,0.0001804012,0.0001355608,0.0003288131,0.0003109361,0.0001618054,0.00002901393,0.0003331481,0.0002069737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001290691,"about_ca_system_score_gemma":0.0002314648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001750746,"about_ca_topic_score_gemma":0.000005321335,"domain_scores_codex":[0.9981337,0.0001307683,0.0003379638,0.000493026,0.000535631,0.0003688917],"domain_scores_gemma":[0.9976091,0.0005033918,0.00004255342,0.0004355842,0.001054921,0.0003543973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001964063,0.0004950415,0.9373004,0.0008012038,0.0005577037,0.0007803653,0.00709682,6.911853e-7,0.02028115,0.003399235,0.01908842,0.008234856],"study_design_scores_gemma":[0.001759377,0.005066939,0.9201416,0.002445321,0.001654813,0.0001361422,0.02455484,0.00009273856,0.006325325,0.000254008,0.03676415,0.0008046745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9559793,0.003081799,0.000672022,0.01210397,0.0009243941,0.001391587,0.0001824936,0.0001690353,0.02549536],"genre_scores_gemma":[0.9876746,0.00001416934,0.00005303055,0.009574343,0.0002372964,0.000211099,0.0006070387,0.00004312143,0.001585323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169524,"threshold_uncertainty_score":0.9983321,"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."}}