{"id":"W4280583957","doi":"10.1161/circoutcomes.15.suppl_1.158","title":"Abstract 158: Burden And Predictors Of Mortality And Major Adverse Cardiovascular Outcomes In Heart Failure Preserved Ejection Fraction Patients Admitted With Acute Respiratory Distress Syndrome (ARDS)","year":2022,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Medicine; ARDS; Heart failure; Ejection fraction; Internal medicine; Heart failure with preserved ejection fraction; Population; Cardiology; Acute decompensated heart failure; Emergency medicine; Lung","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":[0.0005618816,0.0002597049,0.0003494822,0.000867311,0.000257971,0.0005490224,0.0003516947,0.0003453687,0.003123561],"category_scores_gemma":[0.00236053,0.0001715606,0.0003754556,0.0008957774,0.0002124388,0.0003522901,0.0005345336,0.000663359,0.0003576158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002271334,"about_ca_system_score_gemma":0.0004417504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003354598,"about_ca_topic_score_gemma":0.003778729,"domain_scores_codex":[0.999604,0.0001076603,0.0000639647,0.00006257795,0.00008362946,0.00007815482],"domain_scores_gemma":[0.9981318,0.0003363798,0.0009196938,0.00007092638,0.0001518179,0.0003894346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003051544,0.00001865845,0.9993118,0.000007650359,0.00001934186,0.00002460126,0.00001072074,0.0000173238,0.00003944542,0.000005198091,0.0001164477,0.0003981735],"study_design_scores_gemma":[0.000003839956,0.00002434094,0.9996285,0.000005966142,0.00000968177,0.00008533501,0.00004019704,0.0001397654,0.00001137825,0.00001248861,0.00003746404,0.000001103245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987595,0.0002031787,0.000037706,0.0001256362,0.00000919826,0.000004507756,0.0006312832,0.00000224219,0.0002268474],"genre_scores_gemma":[0.9987512,0.0001301247,0.0000647327,0.00002511515,0.00003157544,0.000006381611,0.0009081403,0.000001044318,0.00008180959],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354598,"threshold_uncertainty_score":0.01044935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05655726483378268,"score_gpt":0.3147474533852789,"score_spread":0.2581901885514962,"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."}}