{"id":"W2610627331","doi":"10.1093/ajh/hpx066","title":"Physiological Phenotyping for Personalized Therapy of Uncontrolled Hypertension in Africa","year":2017,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Hormonal Regulation and Hypertension","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Grand Challenges Canada","keywords":"Medicine; Blood pressure; Aldosterone; Plasma renin activity; Diastole; Internal medicine; Renin–angiotensin system; Cardiology; Medical prescription; Endocrinology; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044891,0.0001709156,0.0001870554,0.0001717079,0.000229522,0.0003684777,0.0001481931,0.0001432897,0.001241231],"category_scores_gemma":[0.0025055,0.0000498457,0.0001026939,0.0001651281,0.0002219533,0.000235041,0.0004336635,0.0003772583,0.00008238568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002020244,"about_ca_system_score_gemma":0.0006060312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008342337,"about_ca_topic_score_gemma":0.001269043,"domain_scores_codex":[0.9995247,0.0003485187,0.0000217181,0.00002804443,0.00004692421,0.00003006084],"domain_scores_gemma":[0.9994342,0.0002582555,0.0001636573,0.00002900939,0.00004160944,0.00007324284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001815377,0.0007494455,0.3436881,0.001026853,0.0001215052,0.0004853319,0.001475668,0.001235743,0.008642439,0.001586032,0.004911519,0.6342621],"study_design_scores_gemma":[0.0008786098,0.00459644,0.9432616,0.002122635,0.0002464474,0.002502081,0.002185151,0.004438221,0.004558507,0.004532841,0.03062474,0.00005272137],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9564604,0.01639517,0.00970027,0.008674486,0.0001712723,0.0002260975,0.0002011481,0.00007480548,0.008096405],"genre_scores_gemma":[0.989821,0.002766103,0.006396702,0.0005083689,0.0001044116,0.00009207158,0.00003974508,0.000004205424,0.0002674143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001241231,"threshold_uncertainty_score":0.005525947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1045488301696558,"score_gpt":0.3079550299084907,"score_spread":0.2034061997388349,"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."}}