{"id":"W4414491192","doi":"10.1097/hjh.0000000000004111","title":"Patterns of prescription of antihypertensive medications in Poland: a one-year assessment of initiation and persistence of therapy in a nationwide population cohort","year":2025,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Persistence (discontinuity); Medical prescription; Cohort; Cohort study; Population; Medication adherence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007469595,0.0002315972,0.0003684688,0.00113102,0.0003342499,0.0006682695,0.0003254349,0.0003161498,0.0008125455],"category_scores_gemma":[0.0015029,0.0003406993,0.0005832787,0.001172194,0.0002106606,0.0006287154,0.0008829727,0.0004327955,0.0002341698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004182074,"about_ca_system_score_gemma":0.0005015628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01080387,"about_ca_topic_score_gemma":0.01222529,"domain_scores_codex":[0.9993901,0.00008826316,0.0001250886,0.0001642107,0.0001289445,0.0001034183],"domain_scores_gemma":[0.9987717,0.00007299299,0.0007788948,0.00008705394,0.0001409271,0.0001483076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002546664,0.00001277082,0.9991775,0.000004769645,0.00003159172,0.00002899376,0.00004657938,0.00001282614,0.00007576335,0.000002581321,0.00002488373,0.0005562044],"study_design_scores_gemma":[0.000001070921,0.00001810345,0.9997608,0.000001749797,0.000005941175,0.00005537164,0.00006681675,0.00003219697,0.000009986471,0.000001508753,0.00004538937,9.955399e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991661,0.00009594947,0.00005107729,0.0000182158,0.000001779564,0.000008707166,0.0004974405,0.000002002069,0.0001588032],"genre_scores_gemma":[0.998776,0.0001193963,0.00009094529,0.00001300955,0.000003717207,0.0000115516,0.0008348081,0.000001746825,0.0001487939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080387,"threshold_uncertainty_score":0.02148199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05091839914660501,"score_gpt":0.3106504260104089,"score_spread":0.2597320268638039,"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."}}