{"id":"W2773007051","doi":"10.1186/s13104-017-3017-7","title":"Prediabetes and cardiovascular complications study (PACCS): international collaboration 4 years’ summary and future direction","year":2017,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Charles Darwin University; Charles Sturt University","keywords":"Prediabetes; Medicine; Diabetes mellitus; Disease; Obesity; Gerontology; Vulnerability (computing); Confounding; Kidney disease; Type 2 diabetes; Environmental health; Intensive care medicine; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001946979,0.0001250215,0.0003300669,0.0002302739,0.0006084771,0.0004599988,0.0001850298,0.00009464778,0.00001477432],"category_scores_gemma":[0.001177534,0.0001164108,0.0001305556,0.0001531622,0.0002804136,0.000349768,0.0002331969,0.0002758445,0.00001263182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005311089,"about_ca_system_score_gemma":0.0001101519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002647205,"about_ca_topic_score_gemma":0.001166261,"domain_scores_codex":[0.9979379,0.0002750674,0.0001720262,0.0004584336,0.0009007044,0.000255874],"domain_scores_gemma":[0.9980919,0.0001842077,0.00005057886,0.0009739093,0.0005340385,0.0001653827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007875833,0.0002466879,0.4161357,0.0001018653,0.001071577,0.00001661698,0.0006027422,0.000005587752,0.0002482105,0.00008332418,0.001079123,0.5803298],"study_design_scores_gemma":[0.001476141,0.0002182508,0.9224006,0.00005264102,0.0001320461,0.000009286451,0.000885545,0.0001685473,0.0002460986,0.0001267793,0.07418654,0.00009755148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861972,0.007850939,0.0001119608,0.001308219,0.0003325819,0.001694123,0.00004534022,0.00005635658,0.00240329],"genre_scores_gemma":[0.9947225,0.001908821,0.001206055,0.00001613351,0.001556779,0.0002474278,0.00005983376,0.00002595596,0.0002564996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5802322,"threshold_uncertainty_score":0.4747095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0899186293450807,"score_gpt":0.3890136726638527,"score_spread":0.299095043318772,"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."}}