{"id":"W3087026085","doi":"10.1111/jch.14040","title":"Frequency of laboratory testing and associated abnormalities in patients with hypertension","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta; University of Calgary; University of Saskatchewan","funders":"","keywords":"Medicine; Comorbidity; Internal medicine; Diabetes mellitus; Retrospective cohort study; Context (archaeology); Renal function; Guideline; Cohort; Charlson comorbidity index; Pathology; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005220078,0.0002053095,0.0003649178,0.001270658,0.000796064,0.0009569935,0.0006914762,0.0004398123,0.001003556],"category_scores_gemma":[0.002786204,0.0003057265,0.0003487667,0.002658654,0.0004903105,0.0003653315,0.0005267667,0.000720077,0.0001385089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275666,"about_ca_system_score_gemma":0.002394173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.335228,"about_ca_topic_score_gemma":0.3966595,"domain_scores_codex":[0.9985659,0.0001594085,0.0001406504,0.0002455264,0.0006066292,0.000281949],"domain_scores_gemma":[0.9976335,0.0002210186,0.001245518,0.0001077769,0.0004148912,0.0003773282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001334827,0.000008005009,0.9996092,0.000002186777,0.00000709999,0.00003515073,0.00002661502,0.000007657922,0.0000250488,0.000003524712,0.00004152696,0.00022079],"study_design_scores_gemma":[0.000001413593,0.00001251305,0.9996334,0.000003489692,0.000004938724,0.0001306339,0.0000881788,0.00005839156,0.00001242627,0.00000496789,0.00004759603,0.00000195092],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980323,0.000333482,0.0000571318,0.00007442089,0.000008305326,0.00001516659,0.0007080243,0.000005992591,0.0007652206],"genre_scores_gemma":[0.999306,0.0001114296,0.00006797013,0.00004391097,0.000009542897,0.000005097793,0.0003566245,0.000001177352,0.00009822885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.335228,"threshold_uncertainty_score":0.6665535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09672541733692877,"score_gpt":0.3090799986152284,"score_spread":0.2123545812782996,"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."}}