{"id":"W4415711891","doi":"10.1016/j.eclinm.2025.103595","title":"Prescribing trends and time series analysis of blood pressure-lowering drugs among patients with dementia: a multinational database study","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Innovation and Technology Commission - Hong Kong; Research Grants Council, University Grants Committee; Pfizer; MSD","keywords":"Multinational corporation; Interrupted Time Series Analysis; MEDLINE; Interrupted time series; Alternative medicine; Research design","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":[0.0005270294,0.0001928423,0.001078546,0.0005535564,0.0001119789,0.000009666584,0.00008563959,0.0000612903,0.0001934017],"category_scores_gemma":[0.0003834776,0.0001311804,0.00009012801,0.0009481647,0.0002670666,0.0001268338,0.0002199711,0.0002041954,7.341554e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001834487,"about_ca_system_score_gemma":0.00003329485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000908221,"about_ca_topic_score_gemma":0.00004818851,"domain_scores_codex":[0.9981502,0.00006406238,0.0006616746,0.0004437777,0.0004985616,0.0001817369],"domain_scores_gemma":[0.9984637,0.0004411284,0.000198172,0.0004207938,0.0003730279,0.0001031847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006074659,0.001878825,0.9572657,0.0001079819,0.03626979,0.00002013819,0.0005573758,0.00000935231,0.0001125106,0.00001467435,0.001430042,0.001726178],"study_design_scores_gemma":[0.007374992,0.0009237178,0.87317,0.0003057411,0.1165338,8.118272e-7,0.0002684266,0.0003933699,0.00009861284,0.000002616236,0.0008274308,0.0001004618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915634,0.004803516,0.0000471485,0.001111889,0.00007821042,0.0004905695,0.00006314184,0.00005318286,0.0017889],"genre_scores_gemma":[0.9966325,0.00005656314,0.000607137,0.00042714,0.0000518846,0.00002691966,0.0001389622,0.00001191599,0.002047002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08409563,"threshold_uncertainty_score":0.5349382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627400347106395,"score_gpt":0.2947049574849324,"score_spread":0.2784309540138685,"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."}}