{"id":"W2120652961","doi":"10.2217/dmt.11.19","title":"Interview: The cause of Type 2 diabetes: a new paradigm","year":2011,"lang":"en","type":"article","venue":"Diabetes Management","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Intensive care medicine; Internal medicine; 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":[0.0006834374,0.0002506332,0.0005708132,0.0001532384,0.00005508069,0.00002212707,0.0003622806,0.00006652855,0.0004483378],"category_scores_gemma":[0.00005014276,0.000172447,0.0004032436,0.0004241573,0.0001328005,0.00008859108,0.0002185603,0.0001638027,0.0002394277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004106458,"about_ca_system_score_gemma":0.00003137207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002553814,"about_ca_topic_score_gemma":0.00003009557,"domain_scores_codex":[0.9982396,0.000109054,0.0003955393,0.0003469894,0.0004158253,0.0004929871],"domain_scores_gemma":[0.9983934,0.00003494748,0.0001337254,0.001198285,0.00006445513,0.0001751932],"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":[0.00004485953,0.0004557125,0.02626134,0.001157573,0.005563379,0.00004017704,0.001308077,0.000006446102,0.00004842549,0.002374054,0.03539346,0.9273465],"study_design_scores_gemma":[0.002731669,0.001108149,0.5093841,0.0009233609,0.00343214,0.000001699489,0.000452454,0.0002106487,0.00982869,0.003282229,0.4680941,0.0005508278],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9305232,0.01679259,0.0002833424,0.00116152,0.0009831872,0.002310386,0.000009511143,0.0002057052,0.04773062],"genre_scores_gemma":[0.9924971,0.0008482655,0.001039721,0.00201615,0.0002317674,0.0001037506,0.00002520359,0.00006050674,0.003177468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9267957,"threshold_uncertainty_score":0.7032183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04403414885059952,"score_gpt":0.2431719010148053,"score_spread":0.1991377521642058,"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."}}