{"id":"W2100778881","doi":"10.1161/circulationaha.105.544031","title":"Role of Diuretics in the Prevention of Heart Failure","year":2006,"lang":"en","type":"article","venue":"Circulation","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Pfizer","keywords":"Chlorthalidone; Lisinopril; Amlodipine; Medicine; Relative risk; Heart failure; Internal medicine; ACE inhibitor; Diuretic; Cardiology; Atenolol; Confidence interval; Angiotensin-converting enzyme; 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":[0.000135181,0.00003340448,0.00008381188,0.00005331347,0.000008297421,0.000001796643,0.00001583656,0.00002661601,0.00002043045],"category_scores_gemma":[0.000008800193,0.00002408489,0.00003977043,0.0001217818,0.00001390682,0.00002700692,0.000003740101,0.00002503732,0.00000311792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001478568,"about_ca_system_score_gemma":0.00001084083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006630279,"about_ca_topic_score_gemma":0.00005634627,"domain_scores_codex":[0.9995884,0.0000263116,0.0001598175,0.00005172394,0.0001262591,0.00004754226],"domain_scores_gemma":[0.9998009,0.00001356858,0.00004479628,0.000109389,0.00002549747,0.000005820711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000217623,0.0004208928,0.9148272,0.00009825997,0.0000171489,0.00000103683,0.0003976498,0.0003680517,0.06881367,0.01141564,0.001575512,0.00204313],"study_design_scores_gemma":[0.0005117723,0.00004798799,0.9870654,0.00004677702,0.0000496611,0.00000230167,0.0001803871,0.0004127532,0.00335471,0.002656924,0.005649317,0.0000220206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959968,0.00008446552,0.0003037151,0.001818569,0.000009384149,0.000356375,4.854709e-7,0.000006249921,0.00142398],"genre_scores_gemma":[0.9988374,0.000001251024,0.001030641,0.00001718288,0.00002713876,0.000007652854,0.00003504877,0.000002889795,0.00004078813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07223815,"threshold_uncertainty_score":0.09821533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127572223129293,"score_gpt":0.2569494095614138,"score_spread":0.2456736873301209,"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."}}