{"id":"W3182856317","doi":"10.1097/hjh.0000000000002940","title":"Why we do not need a single independent international hypertension clinical practice guideline","year":2021,"lang":"en","type":"letter","venue":"Journal of Hypertension","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Guideline; Clinical Practice; Intensive care medicine; Family medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1432728,0.001618334,0.005495119,0.00682678,0.006140166,0.01740316,0.01316377,0.0580443,0.01133922],"category_scores_gemma":[0.4425723,0.00259242,0.005754179,0.005942004,0.01499078,0.03869798,0.0136867,0.08028965,0.01044429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245977,"about_ca_system_score_gemma":0.04925691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470314,"about_ca_topic_score_gemma":0.02154677,"domain_scores_codex":[0.8321164,0.06248163,0.03575819,0.01444284,0.04850106,0.006699815],"domain_scores_gemma":[0.4976486,0.1981863,0.03275281,0.02176252,0.2073123,0.04233754],"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":[0.00007185095,0.00006503356,0.0003871936,0.003318437,0.0001508701,0.0001941408,0.0009756509,0.00005826897,0.0001561248,0.02370393,0.9344252,0.03649321],"study_design_scores_gemma":[0.0004811653,0.0001510013,0.001109036,0.03792875,0.0004778057,0.0006539075,0.002379548,0.0004100573,0.0002919295,0.06649105,0.8893427,0.0002829672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00008418788,0.01053658,0.0008197497,0.9697863,0.01743787,0.00004735564,0.00006935563,0.00004249015,0.001176039],"genre_scores_gemma":[0.003954411,0.01159874,0.01212597,0.9540347,0.016016,0.0002949519,0.0002092875,0.0001498534,0.001616077],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1432728,"threshold_uncertainty_score":0.7577079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3288472447736276,"score_gpt":0.4626179250657996,"score_spread":0.133770680292172,"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."}}