{"id":"W3125362789","doi":"10.1016/j.cjco.2020.12.026","title":"Antihypertensive Prescribing for Uncomplicated, Incident Hypertension: Opportunities for Cost Savings","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; M.S.I. Foundation","keywords":"Medicine; Thiazide; Medical prescription; Hydrochlorothiazide; Retrospective cohort study; Antihypertensive drug; Logistic regression; Enalapril; Odds ratio; Cohort; Defined daily dose; Internal medicine; Emergency medicine; Angiotensin-converting enzyme; Pharmacology; 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":[0.0002680258,0.0002329564,0.001097415,0.00006176766,0.0004145064,0.0001436935,0.0002358456,0.00009758164,0.00006938057],"category_scores_gemma":[0.0004909625,0.0001913805,0.000197583,0.0001177878,0.00008801345,0.000196873,0.0005407556,0.000122489,0.00001480324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001994909,"about_ca_system_score_gemma":0.0002850727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000758262,"about_ca_topic_score_gemma":0.00003941438,"domain_scores_codex":[0.9984693,0.00003315022,0.0003763156,0.0005333303,0.000202625,0.0003852689],"domain_scores_gemma":[0.9967231,0.0004000531,0.0001146952,0.0005312568,0.002038654,0.0001922411],"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":[0.0008293991,0.000331312,0.0006153291,0.0003287414,0.001095838,0.0009596494,0.0003323115,0.00000218446,0.03106019,0.001556978,0.9431564,0.01973174],"study_design_scores_gemma":[0.005112815,0.0002814157,0.001678357,0.0004075502,0.0016496,0.001450165,0.004489111,0.0002709179,0.01639645,0.0004246269,0.9675169,0.0003221004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.343417,0.07552222,0.007341196,0.4477959,0.005730969,0.04050915,0.001617553,0.001034323,0.07703169],"genre_scores_gemma":[0.8279603,0.001347707,0.01957428,0.1117641,0.0009641743,0.002023031,0.0007340702,0.0001685537,0.03546374],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4845434,"threshold_uncertainty_score":0.780427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2458221466177802,"score_gpt":0.3461883367247916,"score_spread":0.1003661901070114,"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."}}