{"id":"W3120916025","doi":"10.1093/eurjpc/zwaa047","title":"EU-Wi<i>d</i>e Cross-Section<i>a</i>l Obser<i>v</i>at<i>i</i>o<i>n</i>al Study of Lipid-Modifying Therapy Use in Se<i>c</i>ondary and Pr<i>i</i>mary Care: the DA VINCI study","year":2020,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":767,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Netherlands Heart Institute; NIHR Imperial Biomedical Research Centre; Abbott Vascular; Esperion Therapeutics; Novo Nordisk; Teva Pharmaceutical Industries; Department of Health and Social Care; British Heart Foundation; Amryt Pharma; Allergan; AstraZeneca; Amarin Corporation; Regeneron Pharmaceuticals; Mylan; Ionis Pharmaceuticals; Valeant Pharmaceuticals International; Boston Scientific Corporation; Abbott Laboratories; National Institute for Health and Care Research; Medicines Company; Daiichi Sankyo Europe; Servier; Gilead Sciences; Celgene; Bristol-Myers Squibb; Eli Lilly and Company; Amgen; Pfizer; European Commission; Kowa Company; Sanofi","keywords":"Medicine; Section (typography); Library science; Humanities","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":[],"consensus_categories":[],"category_scores_codex":[0.001285977,0.0002745719,0.0004269606,0.0006164129,0.0003838624,0.001105148,0.0005156381,0.0004329164,0.002620246],"category_scores_gemma":[0.002416513,0.0003545269,0.0005423995,0.0008069832,0.0002433168,0.0002769925,0.0008425431,0.0004847957,0.001194883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005713993,"about_ca_system_score_gemma":0.0006460687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009827,"about_ca_topic_score_gemma":0.01564965,"domain_scores_codex":[0.9993038,0.0002702345,0.00008918744,0.0001816981,0.00008539992,0.00006961138],"domain_scores_gemma":[0.9988802,0.0002282749,0.0004372104,0.0001959666,0.0001060524,0.0001521864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005967036,0.0001678618,0.9887342,0.000115621,0.0003374398,0.00005371528,0.00008897024,0.00006806846,0.0001464731,0.0002017885,0.004290042,0.005199047],"study_design_scores_gemma":[0.0003789769,0.000268314,0.989755,0.000221489,0.000327785,0.0002353616,0.0001850464,0.0002652439,0.0001811607,0.00006183717,0.008109142,0.00001054398],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687834,0.005520492,0.000503122,0.0008831448,0.0001169411,0.0003704822,0.01345904,0.00001574556,0.01034755],"genre_scores_gemma":[0.9820192,0.002285535,0.0008335818,0.0008680146,0.0001076476,0.0003871934,0.009620581,0.00002181685,0.003856247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01009827,"threshold_uncertainty_score":0.02007902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0644997782625557,"score_gpt":0.3144904581917192,"score_spread":0.2499906799291635,"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."}}