{"id":"W2628181525","doi":"10.1161/hypertensionaha.117.09470","title":"Expertise: No Longer a Sine Qua Non for Guideline Authors?","year":2017,"lang":"en","type":"letter","venue":"Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; Allergan; Medtronic Japan; Mitsubishi Tanabe Pharma Corporation; Servier; Otsuka Pharmaceutical; Relypsa; Astellas Pharma; Bayer Yakuhin; Teijin Pharma; Daiichi-Sankyo; ReCor Medical; National Institute for Health and Care Research; EA Pharma Co., Ltd.; Boehringer Ingelheim Japan; Government of Canada; Boston Scientific Corporation; Amgen; Pfizer; Eli Lilly and Company; Daiichi Sankyo Europe; Omron Healthcare","keywords":"Sine qua non; Medicine; Guideline; Gerontology; Humanities; Library science; Philosophy; Political science; Law; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01778527,0.0006389259,0.001507728,0.001148899,0.005958916,0.007496395,0.003222083,0.04605063,0.01175927],"category_scores_gemma":[0.1329842,0.0007348582,0.00104394,0.00144518,0.007175975,0.01429504,0.00356199,0.0535936,0.01344533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006578519,"about_ca_system_score_gemma":0.009428319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004191717,"about_ca_topic_score_gemma":0.01194292,"domain_scores_codex":[0.9773865,0.007559675,0.003248472,0.002376628,0.007501081,0.001927678],"domain_scores_gemma":[0.9102419,0.03306625,0.006377077,0.003526544,0.0299546,0.01683358],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000133593,0.000018531,0.0005657566,0.00009336446,0.00001210603,0.0007079802,0.0002967501,0.00002285558,0.00008479434,0.004593787,0.9777834,0.01580725],"study_design_scores_gemma":[0.00009399199,0.00003524004,0.0007345619,0.001275887,0.00003479419,0.003576045,0.001757889,0.0002401612,0.000160802,0.02839251,0.9636055,0.00009254008],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009637272,0.0006593384,0.00006595518,0.9925525,0.005843958,0.000001889416,0.000007547077,0.00000848099,0.0007640054],"genre_scores_gemma":[0.003401682,0.001622768,0.0003641707,0.9727219,0.01992041,0.00001687027,0.00002284983,0.00002025466,0.001909006],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9822147,"threshold_uncertainty_score":0.09405857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883957572111225,"score_gpt":0.323854403290905,"score_spread":0.2450148275697927,"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."}}