{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09507383,0.001170886,0.002420444,0.004527566,0.001299859,0.00435454,0.002112736,0.002679403,0.002524649],"category_scores_gemma":[0.04423458,0.000681663,0.003027071,0.00904092,0.0007753163,0.002151731,0.005283017,0.00348858,0.001130823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003307856,"about_ca_system_score_gemma":0.02311001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01736617,"about_ca_topic_score_gemma":0.02446921,"domain_scores_codex":[0.9676042,0.01780988,0.006681455,0.001626513,0.004414911,0.001862925],"domain_scores_gemma":[0.9198549,0.01462448,0.01247097,0.006084532,0.03361012,0.01335496],"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":[0.003235786,0.0006362224,0.3041137,0.01723736,0.006882751,0.0002879562,0.002776467,0.0009252356,0.0005918425,0.004503533,0.2829885,0.3758206],"study_design_scores_gemma":[0.001133656,0.001641299,0.627698,0.05064765,0.004920195,0.0004399004,0.004917877,0.0007739748,0.000837622,0.002806144,0.3038804,0.0003033498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06988784,0.5223598,0.01118605,0.2724309,0.02746153,0.004051663,0.0713038,0.0005445413,0.02077388],"genre_scores_gemma":[0.3669392,0.2956662,0.07129392,0.045343,0.01432764,0.0227258,0.1722128,0.0004500944,0.01104129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09507383,"threshold_uncertainty_score":0.5028045,"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."}}