{"id":"W3165996265","doi":"10.7759/cureus.15624","title":"Non-invasive Positive Pressure Ventilation for Acute Cardiogenic Pulmonary Edema and Chronic Obstructive Pulmonary Disease in Prehospital and Emergency Settings","year":2021,"lang":"en","type":"review","venue":"Cureus","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pulmonary disease; Pulmonary edema; Positive pressure ventilation; Cardiology; Acute pulmonary edema; Intensive care medicine; Internal medicine; Cardiogenic shock; Anesthesia; Lung; Respiratory system; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01440374,0.000977403,0.007573154,0.007875373,0.0006865466,0.002374733,0.001230436,0.001893786,0.003254235],"category_scores_gemma":[0.04973368,0.0006423359,0.01015703,0.007147629,0.0008335829,0.00218567,0.001462524,0.001576065,0.0002435322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284219,"about_ca_system_score_gemma":0.009624199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004337993,"about_ca_topic_score_gemma":0.01314606,"domain_scores_codex":[0.984097,0.00501052,0.00703972,0.0008648559,0.002698414,0.0002894345],"domain_scores_gemma":[0.9579813,0.02741323,0.01021365,0.0006965325,0.003316721,0.0003785068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006128035,0.00006494575,0.002784861,0.9087381,0.01393548,0.0001499646,0.0001580033,0.00008048837,0.0002464627,0.0002462087,0.001324438,0.07165814],"study_design_scores_gemma":[0.001901326,0.001356628,0.0282729,0.7870697,0.1564909,0.0009855335,0.000478184,0.0002166359,0.0006045804,0.000850718,0.02168006,0.00009283538],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002146568,0.9957653,0.0001612814,0.0003635157,0.0001798204,0.0007300558,0.0002339641,0.000005590146,0.0004139506],"genre_scores_gemma":[0.04258365,0.9514837,0.0016496,0.001257421,0.000358049,0.00205279,0.000416724,0.000006308128,0.0001917813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01440374,"threshold_uncertainty_score":0.07617521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01652547267273405,"score_gpt":0.3086413652140271,"score_spread":0.292115892541293,"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."}}