{"id":"W4306320205","doi":"10.1093/eurheartj/ehac544.2376","title":"Trends in management of cardiovascular risk factors in young adults who go on to develop coronary artery disease","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; Providence Health Care Research Institute; Providence Health Care; University of British Columbia","funders":"","keywords":"Medicine; Dyslipidemia; Coronary artery disease; Diabetes mellitus; Cohort; Retrospective cohort study; Internal medicine; Revascularization; Disease; Pediatrics; Emergency medicine; Myocardial infarction","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":[0.0004454273,0.0001176721,0.0002417124,0.0009205465,0.0003864653,0.0006679734,0.0003349121,0.0004990689,0.001279227],"category_scores_gemma":[0.002042658,0.0001697269,0.0004222369,0.001296813,0.0001485356,0.0006164828,0.0003917082,0.0008732948,0.0002958369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918586,"about_ca_system_score_gemma":0.0008242273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01726039,"about_ca_topic_score_gemma":0.0257926,"domain_scores_codex":[0.9994959,0.00006256772,0.00008421703,0.00010792,0.0001329433,0.0001164572],"domain_scores_gemma":[0.9979728,0.0001765713,0.001076445,0.00004334881,0.0003845298,0.0003463065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001495325,0.00002510557,0.9976462,0.00001471171,0.00001692961,0.0000315215,0.00006529202,0.00001531359,0.00006343165,0.00002165571,0.0003644752,0.001720456],"study_design_scores_gemma":[0.00000235951,0.00002851465,0.998991,0.00002281566,0.00000806831,0.0001517374,0.0003006618,0.00007539606,0.00002973054,0.00001292942,0.000374685,0.000002150482],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932629,0.001354277,0.0001132539,0.0006393772,0.00002438312,0.00001830059,0.003051309,0.00001231945,0.001523936],"genre_scores_gemma":[0.9960365,0.001053335,0.0001806684,0.0002539551,0.00003836124,0.00003008826,0.002072106,0.000003773321,0.0003312932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01726039,"threshold_uncertainty_score":0.03431988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03592570415211523,"score_gpt":0.3002405731430798,"score_spread":0.2643148689909646,"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."}}