{"id":"W4249068514","doi":"10.17925/use.2015.11.02.104","title":"The International Diabetes Federation World Diabetes Congress 2015","year":2015,"lang":"en","type":"article","venue":"US Endocrinology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Family medicine; Library science; Gerontology; Management; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003571475,0.0001865005,0.0003722069,0.0001546104,0.0001717163,0.000116816,0.0002646807,0.0000674734,0.00008433388],"category_scores_gemma":[0.0005468587,0.000134001,0.0001896602,0.0001333523,0.0002448436,0.0001157068,0.000137419,0.0002697743,0.0002948797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138406,"about_ca_system_score_gemma":0.0001158838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003339028,"about_ca_topic_score_gemma":0.001235962,"domain_scores_codex":[0.9982711,0.0001162704,0.0002889741,0.0003105109,0.0004214887,0.0005916194],"domain_scores_gemma":[0.9987793,0.0001626175,0.00009092184,0.0004826325,0.0003002676,0.0001842554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001543877,0.0002290589,0.3994805,0.00004309086,0.00201013,0.0001099663,0.0001954143,0.00006360161,0.0008976078,0.004360972,0.1967585,0.3956968],"study_design_scores_gemma":[0.002332243,0.0002023994,0.05182853,0.00002958433,0.0001307372,0.00002622919,0.0001001977,0.0004799008,0.01618139,0.0009409614,0.9275644,0.000183373],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9515564,0.005724542,0.00002579772,0.01109247,0.004377577,0.0005107363,0.00001223965,0.0001917376,0.02650849],"genre_scores_gemma":[0.9883659,0.0001583568,0.0002573691,0.00144294,0.001155815,0.0001601225,0.00008274806,0.00003249372,0.008344253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.730806,"threshold_uncertainty_score":0.5464401,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253475462138877,"score_gpt":0.2746834470862733,"score_spread":0.2521486924648845,"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."}}