{"id":"W2334188735","doi":"10.1136/eb-2013-101445","title":"Statin potency associated with incident diabetes in a real-world evaluation","year":2013,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Lipoproteins and Cardiovascular Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Statin; Incidence (geometry); Population; Internal medicine; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02354686,0.0007178314,0.002874566,0.002223277,0.001088432,0.003727663,0.002174578,0.007048251,0.007550242],"category_scores_gemma":[0.1624135,0.0006782935,0.002651903,0.004205729,0.001585157,0.001667312,0.001308161,0.004716424,0.001865167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003369566,"about_ca_system_score_gemma":0.005425484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04060291,"about_ca_topic_score_gemma":0.05932564,"domain_scores_codex":[0.9734483,0.01383204,0.003939633,0.001854564,0.006275495,0.0006500001],"domain_scores_gemma":[0.8226638,0.1160573,0.01918413,0.004620793,0.0341034,0.003370741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003014286,0.00007858572,0.02902646,0.00729353,0.003730259,0.0005500882,0.000416414,0.0001476853,0.0001207596,0.001272639,0.9295443,0.024805],"study_design_scores_gemma":[0.00951055,0.002265487,0.2426077,0.0713935,0.02813361,0.001863948,0.002875467,0.002228595,0.0009877959,0.007362722,0.6297446,0.001026061],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0185754,0.1383771,0.0006234532,0.7391976,0.06850893,0.0004959013,0.02191061,0.0000799112,0.01223121],"genre_scores_gemma":[0.1787591,0.07686438,0.001482798,0.5883228,0.1416421,0.0009620503,0.005713343,0.0001646819,0.006088782],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04060291,"threshold_uncertainty_score":0.1245292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06517951688456486,"score_gpt":0.3240658953622061,"score_spread":0.2588863784776413,"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."}}