{"id":"W1980053724","doi":"10.1002/clc.20627","title":"Symptom Presentation in Patients Hospitalized with Acute Heart Failure","year":2010,"lang":"en","type":"article","venue":"Clinical Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Heart failure; Acute decompensated heart failure; Peripheral edema; Chest pain; Population; Internal medicine; Emergency department; Emergency medicine; Pediatrics; Adverse effect","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":[0.0003584911,0.0002555102,0.0004314842,0.0007446578,0.0003844773,0.0006187724,0.0002925907,0.000386492,0.002030665],"category_scores_gemma":[0.003123292,0.0002048361,0.0003106398,0.0008032018,0.000274701,0.0007351198,0.0005680778,0.0005055204,0.0001991155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000314209,"about_ca_system_score_gemma":0.0004040475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003062852,"about_ca_topic_score_gemma":0.003691616,"domain_scores_codex":[0.9995543,0.0001118538,0.000088095,0.00007365619,0.00008314451,0.00008888506],"domain_scores_gemma":[0.9984607,0.0002598661,0.0008231025,0.0000260494,0.0001348534,0.0002954985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003607103,0.00001787699,0.9989555,0.00000961602,0.00001324558,0.0001527943,0.00007262116,0.0000145338,0.00007695358,0.000004039546,0.00006675407,0.0005799349],"study_design_scores_gemma":[0.000006544627,0.00008602763,0.9983855,0.00001080899,0.00001025617,0.0009033451,0.0004059801,0.00007401913,0.00002694167,0.00001080912,0.00007673349,0.000002963717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991096,0.0002750659,0.00003428672,0.00009983721,0.000008804854,0.00000833316,0.0001490916,0.000002361068,0.0003125549],"genre_scores_gemma":[0.9995321,0.00009569634,0.00005206295,0.00005256269,0.00001806255,0.000006373726,0.0001920889,9.523902e-7,0.0000500378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003062852,"threshold_uncertainty_score":0.006793261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150602955957886,"score_gpt":0.3392422797582121,"score_spread":0.3241819841624235,"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."}}