{"id":"W2792849060","doi":"10.1016/j.ejim.2018.03.008","title":"Effects on short term outcome of non-invasive ventilation use in the emergency department to treat patients with acute heart failure: A propensity score-based analysis of the EAHFE Registry","year":2018,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Ministry of Health, British Columbia; Federación Española de Enfermedades Raras; Fundació la Marató de TV3","keywords":"Medicine; Propensity score matching; Heart failure; Emergency department; Mechanical ventilation; Acute coronary syndrome; Internal medicine; Intensive care unit; Observational study; Blood pressure; Emergency medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008859513,0.0001750789,0.0005975288,0.0003770414,0.00003385355,0.000006051867,0.0002858634,0.00002074775,0.00004791937],"category_scores_gemma":[0.0003684255,0.00007505922,0.0002220543,0.0005544453,0.0001025873,0.00006626627,0.0000353392,0.0002337936,0.000002786525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005844123,"about_ca_system_score_gemma":0.00005669425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001971368,"about_ca_topic_score_gemma":0.00008673478,"domain_scores_codex":[0.9977317,0.000300836,0.0008647387,0.000161399,0.0007942826,0.0001470144],"domain_scores_gemma":[0.9982792,0.00008912126,0.0006144253,0.0003912007,0.0004928002,0.0001332422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003362206,0.0002542714,0.9560758,0.00005660746,0.0004613952,0.0003195927,0.0004482525,0.0000122497,0.03752689,0.000001253751,0.0009936012,0.0004878192],"study_design_scores_gemma":[0.002172971,0.009493857,0.9186275,0.001420922,0.001690893,0.00002910006,0.00004460917,0.000006603006,0.0662752,5.029755e-7,0.0001784721,0.0000593765],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975284,0.00000810546,0.0009570565,0.0005293709,0.0002885115,0.0005405798,0.000006601461,0.000002424784,0.0001389463],"genre_scores_gemma":[0.9985769,0.000001746719,0.0002169811,0.0009295872,0.0001921309,0.000002280324,0.000005825163,0.00001726334,0.00005731481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744837,"threshold_uncertainty_score":0.3060826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03034118258837889,"score_gpt":0.2838817852863528,"score_spread":0.2535406026979739,"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."}}