{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002833633,0.0001243681,0.0005384408,0.00006936134,0.00002379474,0.000007019689,0.00005318795,0.0002021943,0.00006863543],"category_scores_gemma":[0.0001763282,0.00008572717,0.0001422119,0.0001086329,0.0001436795,0.00005259616,0.00004352283,0.0003551483,0.0001207975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001777631,"about_ca_system_score_gemma":0.0000485266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001625055,"about_ca_topic_score_gemma":0.00002745962,"domain_scores_codex":[0.9988393,0.0001195401,0.0003430847,0.0003245396,0.0001358292,0.0002376797],"domain_scores_gemma":[0.9992744,0.0001347457,0.00004887367,0.000330998,0.00007694479,0.0001340202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003907488,0.0001603778,0.980095,0.000006764075,0.0002297121,0.00007695174,0.00001612209,9.987106e-7,0.00002859807,0.0001062247,0.01816186,0.0007266526],"study_design_scores_gemma":[0.00611509,0.001498432,0.9239293,0.00001008882,0.0001906448,0.00001563241,0.000008709467,0.000006672418,0.00001060185,0.00004125093,0.06809017,0.00008338683],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905006,0.000003516381,0.00005269692,0.007023597,0.0005112102,0.0007103937,0.000003376589,0.00005111325,0.001143525],"genre_scores_gemma":[0.9949926,0.00001032591,0.003669185,0.0006119995,0.0002591485,0.00006371755,0.0001145711,0.00001494348,0.0002635712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05616567,"threshold_uncertainty_score":0.3495853,"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."}}