{"id":"W2020035790","doi":"10.1016/j.jcjd.2013.01.030","title":"Vascular Protection in People with Diabetes","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349717,0.0001795708,0.0005465334,0.0007548544,0.0008698695,0.001074751,0.000273138,0.000771538,0.004700721],"category_scores_gemma":[0.002015712,0.0001728527,0.0007351902,0.001354852,0.0002539476,0.0003946098,0.0003940049,0.001522981,0.0002996183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008794789,"about_ca_system_score_gemma":0.001005573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04439193,"about_ca_topic_score_gemma":0.07720233,"domain_scores_codex":[0.9995217,0.0001025135,0.00004258728,0.00003745576,0.0001295736,0.0001662639],"domain_scores_gemma":[0.9992898,0.0001461919,0.0001514328,0.00002218255,0.0001215609,0.0002689314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001456969,0.001259904,0.7883928,0.001137999,0.0005621574,0.001673883,0.00105901,0.00008582538,0.0004356648,0.001524218,0.01248297,0.1899287],"study_design_scores_gemma":[0.0001456723,0.0004699427,0.9807577,0.0005884102,0.0006105424,0.001517878,0.0009522995,0.00007310731,0.00007218437,0.001593259,0.0131955,0.00002353899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7293795,0.1733218,0.0001823461,0.02091235,0.001447195,0.00005522877,0.001549976,0.00003060036,0.07312111],"genre_scores_gemma":[0.9638469,0.03037037,0.0002289682,0.002078732,0.0008571081,0.00001897532,0.0003564713,0.000003089428,0.002239381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04439193,"threshold_uncertainty_score":0.08826709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006533416148409044,"score_gpt":0.1801009842414059,"score_spread":0.1735675680929968,"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."}}