{"id":"W2164008533","doi":"10.1161/circulationaha.108.783910","title":"Transition From Chronic Compensated to Acute Decompensated Heart Failure","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":562,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Heart failure; Ejection fraction; Diastole; Pathophysiology; Diastolic heart failure; Heart failure with preserved ejection fraction; Acute decompensated heart failure; Pulmonary artery; Blood pressure","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":[0.00006861605,0.0001289137,0.0002795532,0.0001334426,0.0001392489,0.00001117983,0.00002814591,0.0001181464,0.0005377574],"category_scores_gemma":[0.00001536376,0.0001225141,0.0002358831,0.000328003,0.00002858152,0.00008518859,0.000006787938,0.0001315853,0.0005636023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000221566,"about_ca_system_score_gemma":0.00008665947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001847408,"about_ca_topic_score_gemma":0.00004502214,"domain_scores_codex":[0.999007,0.00005048694,0.0002247289,0.0002745152,0.0002818066,0.0001613876],"domain_scores_gemma":[0.9993792,0.00001782228,0.000032657,0.00028028,0.0001229901,0.0001670377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003267407,0.000180202,0.3291532,0.00003371921,0.001149085,0.0001369264,0.002034263,0.009628953,0.6434788,0.00004109868,0.01079277,0.003044285],"study_design_scores_gemma":[0.001763924,0.00005946517,0.9716715,0.00004110616,0.0002148897,0.0003077664,0.000037023,0.003191657,0.005584794,0.00001113919,0.01696612,0.0001506247],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822365,0.00007865788,0.01509478,0.001527764,0.0002706193,0.0004564825,0.00001560162,0.0002131831,0.0001064008],"genre_scores_gemma":[0.9973772,0.00001624938,0.0007401686,0.0006717411,0.0002790575,0.000009877956,0.0008490102,0.00002366225,0.00003300978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6425183,"threshold_uncertainty_score":0.7244155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01741053725144976,"score_gpt":0.2471810484718415,"score_spread":0.2297705112203917,"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."}}