{"id":"W4394893633","doi":"10.1093/eurheartjsupp/suae019","title":"Is the response to antihypertensive drugs heterogeneous? Rationale for personalized approach","year":2024,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Intensive care medicine; Pharmacology","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":[0.001411374,0.0001730089,0.0003121645,0.0001287827,0.00051653,0.0001751421,0.0001181859,0.00002130581,0.0004493194],"category_scores_gemma":[0.0001297502,0.0001028226,0.0003003371,0.000158529,0.00004996862,0.00007189054,0.00009341442,0.0002432617,0.000273555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000203536,"about_ca_system_score_gemma":0.00008130247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002421354,"about_ca_topic_score_gemma":2.729981e-7,"domain_scores_codex":[0.9982671,0.00033765,0.0003391964,0.0002885368,0.0004560912,0.0003114133],"domain_scores_gemma":[0.9989321,0.0002882923,0.00003736325,0.0002144975,0.0003311198,0.000196663],"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":[0.001298582,0.00007896564,0.0003140525,0.00005153509,0.0008527347,0.0001954263,0.006282913,0.000004716793,0.008932776,0.00003903598,0.9811611,0.0007881792],"study_design_scores_gemma":[0.001356368,0.0003866643,0.001466351,0.0001183476,0.0004716703,0.002048252,0.001314497,0.0001426981,0.0009554076,0.00002351437,0.9915944,0.0001218592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4751968,0.04299464,0.004155693,0.4638308,0.002439509,0.005288293,0.0007037006,0.0002628648,0.005127645],"genre_scores_gemma":[0.8704485,0.0002946329,0.007904105,0.09769027,0.001955387,0.00005622249,0.00005001341,0.0001168402,0.02148406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3952516,"threshold_uncertainty_score":0.4919732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08990082790501752,"score_gpt":0.346114366143095,"score_spread":0.2562135382380775,"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."}}