{"id":"W2091552263","doi":"10.1002/pdi.1267","title":"Advances in diabetes care?","year":2008,"lang":"en","type":"article","venue":"Practical Diabetes International","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Disease; Intensive care medicine; Presentation (obstetrics); Adverse effect; Diabetes management; Pediatrics; Type 2 diabetes; Internal medicine; Surgery; 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":[0.0002596648,0.0001982448,0.0004208619,0.0001787232,0.00006672606,0.00003015597,0.0001587727,0.0001162069,0.0005817155],"category_scores_gemma":[0.001643309,0.0001821438,0.0002719032,0.000204685,0.00020425,0.0006763156,0.00009131724,0.0004132491,0.0006434707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584639,"about_ca_system_score_gemma":0.0001204764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003856464,"about_ca_topic_score_gemma":0.00003355702,"domain_scores_codex":[0.997999,0.00007765068,0.0003522596,0.0003966404,0.0007337952,0.0004406276],"domain_scores_gemma":[0.9989158,0.000298729,0.00008130244,0.0003023913,0.0002233194,0.0001784907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007195494,0.0004853955,0.744934,0.0001113337,0.0002622662,0.0001836685,0.0002574481,0.00003210356,0.0003043496,0.0005886859,0.001342274,0.2514265],"study_design_scores_gemma":[0.002440229,0.0002366236,0.5655212,0.0001858908,0.0001019611,0.00004015538,0.0001594195,0.0009441116,0.007816111,0.0007230457,0.421475,0.0003563159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9227825,0.006403946,0.00009112278,0.002205241,0.0008960848,0.0003641975,0.00002549919,0.000111447,0.06711999],"genre_scores_gemma":[0.9930369,0.001711349,0.003279921,0.0009361093,0.0006256746,0.0001131928,0.00009794646,0.00003252977,0.000166365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4201327,"threshold_uncertainty_score":0.8270729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681008434113086,"score_gpt":0.304998567839264,"score_spread":0.2881884834981332,"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."}}