{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001059442,0.0002878584,0.00203092,0.0004747104,0.0002093397,0.0004339137,0.0003203099,0.0006983978,0.001922636],"category_scores_gemma":[0.004986553,0.0001307335,0.0009252147,0.000743541,0.0002400739,0.0004345915,0.000217125,0.0008652656,0.0002331705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002491218,"about_ca_system_score_gemma":0.0005822168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862394,"about_ca_topic_score_gemma":0.001310641,"domain_scores_codex":[0.9990822,0.0005026889,0.0002021707,0.0000411546,0.0001370178,0.00003489239],"domain_scores_gemma":[0.9982296,0.001121228,0.0004261787,0.00002643234,0.00009632875,0.000100359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.04479031,0.002244405,0.05387076,0.06732221,0.006779077,0.002435896,0.0002028359,0.0005116406,0.003694302,0.0006607604,0.007614083,0.8098737],"study_design_scores_gemma":[0.1200893,0.1179465,0.5185909,0.06433718,0.03835436,0.02090617,0.001196802,0.002715215,0.006073719,0.006874999,0.1026564,0.0002585007],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1093561,0.8809114,0.0004183217,0.003461323,0.0006919189,0.0003371028,0.0001697243,0.00001916453,0.004635038],"genre_scores_gemma":[0.6129414,0.3788528,0.001468235,0.003370664,0.001894165,0.0005824352,0.0003218887,0.000005641552,0.0005628582],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00203092,"threshold_uncertainty_score":0.006431878,"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."}}