{"id":"W2797218304","doi":"10.1016/j.jcjd.2017.10.024","title":"Cardiovascular Protection in People With Diabetes","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Eli Lilly and Company","keywords":"Medicine; Diabetes mellitus; Myocardial infarction; Stroke (engine); Disease; Amputation; Psychological intervention; Intensive care medicine; Cause of death; Type 2 diabetes; Internal medicine; Cardiology; Surgery; Endocrinology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003369667,0.0001348935,0.0004038786,0.0005480834,0.00006355193,0.00003608952,0.00008743061,0.00005105624,0.00009057496],"category_scores_gemma":[0.0000688537,0.0001016833,0.0001553305,0.0004094574,0.0001062033,0.0001593942,0.000006778005,0.0001415969,0.00002055288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355888,"about_ca_system_score_gemma":0.0004088909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005348946,"about_ca_topic_score_gemma":0.01502718,"domain_scores_codex":[0.9989756,0.0000352678,0.0002278445,0.0001345914,0.0002071914,0.0004194626],"domain_scores_gemma":[0.999071,0.00001444743,0.00008893089,0.0002076039,0.0002126343,0.0004053841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006465912,0.00003633389,0.979982,0.00006554015,0.0007326869,0.00003167265,0.0002362741,0.00001762282,0.0001643988,0.0000281181,0.0006097993,0.01808911],"study_design_scores_gemma":[0.002489633,0.002494041,0.9609555,0.000555468,0.000567905,0.000004557036,0.0001687343,0.0001031937,0.003826776,0.00009799851,0.02854818,0.000188019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994847,0.001459283,0.00001410247,0.0006313072,0.0001994327,0.000342401,0.000002202138,0.000008387881,0.002495905],"genre_scores_gemma":[0.9989466,0.000004392936,0.0002784977,0.0002371497,0.0002909006,0.00001865927,0.000003014799,0.00002182496,0.0001989696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02793838,"threshold_uncertainty_score":0.8385522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856001661505409,"score_gpt":0.1906321146812952,"score_spread":0.1820720980662411,"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."}}