{"id":"W4210407884","doi":"10.1371/journal.pone.0262885","title":"The association between trajectories of risk factors and risk of cardiovascular disease or mortality among patients with diabetes or hypertension: A systematic review","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health and Medical Research Fund; Kerry Group Kuok Foundation; Food and Health Bureau","keywords":"Medicine; Body mass index; Blood pressure; Diabetes mellitus; Population; Internal medicine; Risk factor; Renal function; Disease; Type 2 diabetes; Endocrinology; Environmental health","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":[0.00672583,0.001285065,0.008263411,0.009355683,0.0006288302,0.002596803,0.001705252,0.001649036,0.003149224],"category_scores_gemma":[0.03183737,0.0009931831,0.007620928,0.01403294,0.000695653,0.002260359,0.0011291,0.0008679694,0.0002591795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002971164,"about_ca_system_score_gemma":0.009498294,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009008246,"about_ca_topic_score_gemma":0.02196504,"domain_scores_codex":[0.9938618,0.00153729,0.002816943,0.0006276647,0.0009509582,0.0002054356],"domain_scores_gemma":[0.9697487,0.02096762,0.006519581,0.0003930689,0.002076284,0.000294749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002047092,0.00001124281,0.00330335,0.9664394,0.01562387,0.000133752,0.0001585765,0.00008023877,0.0001167262,0.00008085397,0.0007680127,0.01307945],"study_design_scores_gemma":[0.0003060556,0.0002273523,0.01714336,0.7877022,0.1847501,0.0005523063,0.0003218058,0.000129471,0.0001931208,0.0002452462,0.008375223,0.00005375602],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002975104,0.9952728,0.0001257955,0.0002504431,0.00007787289,0.0002895275,0.0008114004,0.000008176647,0.0001888895],"genre_scores_gemma":[0.03088985,0.9665612,0.0005749913,0.0004621443,0.00009038048,0.0007675786,0.0005186015,0.000005664148,0.0001294823],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009355683,"threshold_uncertainty_score":0.03557003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433528871018885,"score_gpt":0.2409277765144172,"score_spread":0.1865924878042283,"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."}}