{"id":"W3162741505","doi":"10.1038/s41440-021-00666-6","title":"Why we need a single independent international hypertension clinical practice guideline","year":2021,"lang":"en","type":"editorial","venue":"Hypertension Research","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; Cochrane; University of British Columbia","funders":"","keywords":"Guideline; Medicine; Clinical Practice; Internal medicine; Intensive care medicine; Family medicine; Pathology","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":[0.05389808,0.003305445,0.007471396,0.007499389,0.008499919,0.01894372,0.007023971,0.06581526,0.01683268],"category_scores_gemma":[0.2076567,0.003572846,0.00595079,0.004154612,0.007753163,0.01220179,0.005813033,0.07968249,0.0185551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009361315,"about_ca_system_score_gemma":0.02924139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743639,"about_ca_topic_score_gemma":0.02586609,"domain_scores_codex":[0.9422973,0.01475469,0.01141708,0.003381133,0.02498671,0.003163098],"domain_scores_gemma":[0.7125614,0.1303682,0.01568656,0.007048497,0.103588,0.0307473],"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":[0.00000687111,0.00000799913,0.00002287874,0.0001621188,0.00002113818,0.00003398915,0.00002422038,0.000006907074,0.000007752467,0.000290813,0.9962198,0.003195493],"study_design_scores_gemma":[0.0002537456,0.00003201635,0.000470196,0.003588187,0.0003191823,0.0002015186,0.0002287441,0.0001917335,0.00007498059,0.003224679,0.9913339,0.000081049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002237996,0.003833898,0.0001798155,0.3152784,0.679252,0.00003468465,0.00006444467,0.00005259992,0.001281794],"genre_scores_gemma":[0.0004013008,0.003385315,0.0006126197,0.2737041,0.7172416,0.000112031,0.00006337588,0.00008516185,0.004394622],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06581526,"threshold_uncertainty_score":0.2850437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4780404816562728,"score_gpt":0.5798977432856968,"score_spread":0.101857261629424,"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."}}