{"id":"W1938833061","doi":"10.4187/respcare.09540186","title":"Noninvasive Ventilation in Patients With Acute Cardiogenic Pulmonary Edema","year":2009,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Royal Columbian Hospital; Mount Sinai Hospital","funders":"","keywords":"Medicine; Continuous positive airway pressure; Intubation; Anesthesia; Ventilation (architecture); Adverse effect; Pulmonary edema; Positive airway pressure; Intensive care medicine; Lung; Internal medicine; Obstructive sleep apnea","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009029679,0.0002126714,0.0003508045,0.0002382835,0.00006619516,0.00001562358,0.00008675762,0.0001530819,0.00005700262],"category_scores_gemma":[0.00001343555,0.0001793205,0.0001285701,0.0003171128,0.00002556215,0.0001682985,0.00001793706,0.0001896288,0.00004950611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002119583,"about_ca_system_score_gemma":0.0002855169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002138567,"about_ca_topic_score_gemma":0.000005580133,"domain_scores_codex":[0.9985317,0.00004395208,0.0002822336,0.000370807,0.0004516309,0.0003196878],"domain_scores_gemma":[0.9990645,0.000008045138,0.00009528737,0.0004131714,0.0002422594,0.0001767574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001813696,0.0002884528,0.9124151,0.00009659378,0.0001352628,0.003002415,0.0006722459,0.00002728129,0.02098568,0.00007853312,0.0004043071,0.06008044],"study_design_scores_gemma":[0.003125076,0.002255672,0.9426183,0.0001652663,0.0001884554,0.00002676195,0.0003335092,0.00000139654,0.03130101,0.00002137645,0.01967133,0.0002918409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938452,0.0006031871,0.00004156583,0.00002961659,0.0001202729,0.0007272437,0.00001761892,0.00006610156,0.004549201],"genre_scores_gemma":[0.9979364,0.00000502489,0.0001513711,0.001487506,0.000136068,0.00002348443,0.0001188235,0.00002930344,0.0001119848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05978859,"threshold_uncertainty_score":0.7312478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008672727897899215,"score_gpt":0.243074946216992,"score_spread":0.2344022183190928,"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."}}