{"id":"W7118001444","doi":"10.1007/978-3-032-10050-4_15","title":"Hypertension Assessment","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; NAEJA-RGM Pharmaceuticals (Canada)","funders":"","keywords":"Blood pressure; Risk assessment; Patient assessment; Clinical Practice; Pharmacotherapy; MEDLINE","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":[0.0005738515,0.0003641369,0.0003084113,0.000728194,0.0004332312,0.0008406959,0.0005391763,0.0004756795,0.1498088],"category_scores_gemma":[0.001610644,0.0001532511,0.0002487309,0.0003595273,0.0001226483,0.000509009,0.0006364799,0.001154264,0.08387862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003389163,"about_ca_system_score_gemma":0.001180018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002335629,"about_ca_topic_score_gemma":0.007436566,"domain_scores_codex":[0.9997315,0.00004633849,0.00001500882,0.00002922872,0.0001486322,0.00002936047],"domain_scores_gemma":[0.999554,0.00008259041,0.00001664421,0.00003808851,0.0002214279,0.00008730152],"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":[0.00004444737,0.0001170174,0.000887243,0.00007941174,0.000003441277,0.0001900721,0.00009945894,0.0000517537,0.0004586916,0.002580971,0.5386012,0.4568864],"study_design_scores_gemma":[0.00001529472,0.00005185375,0.003547463,0.0002725423,0.000006707997,0.0008034128,0.0001039586,0.0001338209,0.0004047036,0.002487917,0.9921634,0.000008861111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00274809,0.003410371,0.008973713,0.005586598,0.001957589,0.0004856146,0.00234664,0.001148705,0.9733427],"genre_scores_gemma":[0.01090261,0.00361176,0.009564134,0.003142686,0.0005767779,0.0002878236,0.002113772,0.0002350085,0.9695655],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1498088,"threshold_uncertainty_score":0.5011605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451770465981096,"score_gpt":0.2922117495955084,"score_spread":0.2470347029973988,"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."}}