{"id":"W4410109004","doi":"10.1016/j.pharmthera.2025.108875","title":"Management of drug-resistant hypertension as a heterogeneous disorder","year":2025,"lang":"en","type":"review","venue":"Pharmacology & Therapeutics","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Drug; Medicine; Pharmacology; Resistant hypertension; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001570072,0.0005154411,0.002892141,0.0002595337,0.0001127842,0.000006277214,0.0002411677,0.0002727483,0.0001850094],"category_scores_gemma":[0.000001580106,0.0003714186,0.0006700966,0.0003424532,0.0001733858,0.00001535527,0.0003007931,0.0004322788,0.00006599996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002669899,"about_ca_system_score_gemma":0.0001884422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002151749,"about_ca_topic_score_gemma":0.000002827648,"domain_scores_codex":[0.9979142,0.0002127091,0.0007252345,0.0005002404,0.0002770878,0.0003705082],"domain_scores_gemma":[0.998677,0.0002965003,0.0002908119,0.0004454655,0.0002051866,0.00008501818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000273,0.0008259519,0.000005000119,0.04461497,0.02712108,0.001120168,0.00006908442,7.909339e-7,0.00007827114,0.00005148205,0.006123996,0.9197162],"study_design_scores_gemma":[0.001124288,0.0001418778,0.00000422189,0.006435772,0.1095278,0.0001730785,0.00004039708,0.000003875424,0.00009237963,0.00002329566,0.8821968,0.0002361986],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006329349,0.9949863,0.000004561632,0.0007869777,0.0008123367,0.001496111,0.00003410503,0.00007430639,0.001741996],"genre_scores_gemma":[0.0002302433,0.9869943,0.000167317,0.008404961,0.0001171186,0.0001828582,0.00004250224,0.00006021283,0.003800532],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.91948,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06734096885332026,"score_gpt":0.3827624499099538,"score_spread":0.3154214810566336,"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."}}