{"id":"W2074192941","doi":"10.1001/jama.294.10.1240","title":"Risk-Treatment Mismatch in the Pharmacotherapy of Heart Failure","year":2005,"lang":"en","type":"article","venue":"JAMA","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Institute for Clinical Evaluative Sciences","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Pharmacotherapy; ACE inhibitor; Population; Angiotensin-converting enzyme; Cardiology; Blood pressure","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002012587,0.0001085779,0.000195067,0.00006900038,0.00002800922,0.00001062987,0.00005429607,0.00004041069,0.0003756875],"category_scores_gemma":[0.000009342712,0.00006014282,0.00009336757,0.000137943,0.00002288145,0.00005331133,0.000007470854,0.00008490571,0.0001202927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007209305,"about_ca_system_score_gemma":0.00002511319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002707776,"about_ca_topic_score_gemma":0.0002252,"domain_scores_codex":[0.9992886,0.00006972883,0.0001729749,0.0001291777,0.0001755126,0.000164004],"domain_scores_gemma":[0.9995924,0.00005784841,0.00004289647,0.0002436286,0.00002100543,0.00004217355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004988008,0.003267916,0.2512002,0.00006700467,0.0004372167,0.00007653957,0.007786263,0.00005725726,0.006896345,0.0005059383,0.4313318,0.2978748],"study_design_scores_gemma":[0.005350852,0.0003613507,0.0391922,0.00002551128,0.00009192809,0.00001239043,0.0003381749,0.00009581177,0.01023238,0.00002321044,0.9442205,0.00005566796],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351427,0.0003919647,0.00001691925,0.160846,0.00003092164,0.0007615893,0.000004845572,0.00002973379,0.002775316],"genre_scores_gemma":[0.9901697,0.0002456464,0.005582508,0.002284677,0.0002468374,0.00006617556,0.00001134172,0.00001086966,0.001382218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5128887,"threshold_uncertainty_score":0.4113514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01579356691308119,"score_gpt":0.3025360269731858,"score_spread":0.2867424600601046,"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."}}