{"id":"W4252557911","doi":"10.1016/j.jcjd.2013.02.002","title":"Definition, Classification and Diagnosis of Diabetes, Prediabetes and Metabolic Syndrome","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prediabetes; Metabolic syndrome; Diabetes mellitus; Internal medicine; Type 2 diabetes; 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":[0.003291621,0.000618653,0.0008880038,0.006429665,0.0009711069,0.00222093,0.001550267,0.0008197243,0.00112987],"category_scores_gemma":[0.004720279,0.0002250354,0.001088484,0.00470093,0.002321147,0.001208735,0.001880636,0.00194651,0.0003103047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004229217,"about_ca_system_score_gemma":0.008285053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04335783,"about_ca_topic_score_gemma":0.04846922,"domain_scores_codex":[0.9968106,0.0008932803,0.0007267275,0.0002277078,0.001029702,0.0003120005],"domain_scores_gemma":[0.9974443,0.0003994992,0.0007960266,0.00008420198,0.001004112,0.0002718371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005841722,0.0003462232,0.4616015,0.001859807,0.0002648693,0.001572493,0.003810073,0.001737096,0.004364311,0.1530463,0.05669368,0.3141195],"study_design_scores_gemma":[0.00008692925,0.0004733774,0.6853592,0.002846015,0.0002710299,0.01305008,0.004925154,0.003318785,0.00102451,0.04906887,0.2393987,0.0001773182],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4085271,0.2742049,0.08605763,0.06832631,0.006244068,0.002395591,0.01939959,0.0003062546,0.1345386],"genre_scores_gemma":[0.7601275,0.0766734,0.1263032,0.005440364,0.002452595,0.001550691,0.01645539,0.00006708049,0.01092976],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04335783,"threshold_uncertainty_score":0.08621091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01852235551892857,"score_gpt":0.2103747840644553,"score_spread":0.1918524285455268,"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."}}