{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003077082,0.0002705073,0.0003264414,0.000554285,0.000671068,0.0005780648,0.0001801991,0.0004250764,0.001451639],"category_scores_gemma":[0.001793614,0.000116317,0.0001822945,0.0002958767,0.0005506838,0.000412314,0.0006262419,0.0005971256,0.0002035929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002616472,"about_ca_system_score_gemma":0.0003014834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477894,"about_ca_topic_score_gemma":0.001225417,"domain_scores_codex":[0.9997309,0.00005491966,0.00003054186,0.00004848917,0.00004041735,0.00009476568],"domain_scores_gemma":[0.9990966,0.0001646677,0.0002782426,0.00002145218,0.00007094065,0.0003681103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003771019,0.0001340843,0.9921273,0.00001687487,0.00001291344,0.0009111371,0.0003006334,0.00005665707,0.0008365881,0.0001259688,0.0001814742,0.004919369],"study_design_scores_gemma":[0.00003541023,0.000385927,0.9955341,0.00002621283,0.000008727628,0.00280836,0.0004482988,0.0002391881,0.00008515926,0.0001970046,0.0002271334,0.000004609676],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991216,0.000281969,0.00007302426,0.0001047694,0.000008798899,0.0000144876,0.00005617641,0.000003312312,0.000335856],"genre_scores_gemma":[0.9995131,0.00009381758,0.00008108844,0.00009831933,0.00002863565,0.00001038427,0.0001112102,7.730217e-7,0.0000626824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001477894,"threshold_uncertainty_score":0.004856229,"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."}}