{"id":"W2185097830","doi":"10.17925/ee.2006.00.01.19","title":"Is Prevention the Solution to the Worldwide Epidemic Explosion of Type 2 Diabetes Mellitus?","year":2006,"lang":"en","type":"article","venue":"touchREVIEWS in Endocrinology","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Intensive care 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":[0.0009120497,0.0001830369,0.0006963837,0.0001438026,0.00007100705,0.000006666329,0.0002560614,0.00007040188,0.0001428256],"category_scores_gemma":[0.0003684926,0.0001045385,0.000348843,0.0005230192,0.0001306119,0.00005651821,0.0001087112,0.0002786947,0.0002190101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007298811,"about_ca_system_score_gemma":0.00004613018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001591429,"about_ca_topic_score_gemma":0.0009688008,"domain_scores_codex":[0.9978051,0.0004986478,0.0006691647,0.0003119539,0.0002402816,0.0004748265],"domain_scores_gemma":[0.9986758,0.0001598389,0.0001721586,0.0008562134,0.00009501752,0.00004094121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004224195,0.0001338207,0.006772304,0.0002068152,0.00008897879,0.000005162374,0.0001586821,0.00006891803,0.001075782,0.0005657266,0.01504768,0.9758339],"study_design_scores_gemma":[0.0009670169,0.0004154778,0.1437535,0.0007368869,0.0003842688,0.00002744149,0.00005998211,0.0001335064,0.02148741,0.00261275,0.8292181,0.0002036317],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7669063,0.2154632,0.0005665583,0.01137727,0.0006357409,0.002620635,0.000005099558,0.00005554494,0.002369583],"genre_scores_gemma":[0.9758548,0.01998973,0.0008241382,0.001596231,0.0004831211,0.0003251029,0.00002631545,0.00002761396,0.0008729217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9756303,"threshold_uncertainty_score":0.4262956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0357864787607141,"score_gpt":0.304438577034425,"score_spread":0.2686520982737109,"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."}}