{"id":"W4243264642","doi":"10.1096/fj.02-0974bkt","title":"New Weapons to Combat an Ancient Disease: Treating Diabetes","year":2002,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Diet and metabolism studies","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disease; Medicine; Diabetes mellitus; 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":[0.0002295778,0.0001140446,0.0002017081,0.00006583484,0.0003283652,0.00005654798,0.0001188709,0.00001492286,0.0005541914],"category_scores_gemma":[0.0001513579,0.00006415654,0.0000982507,0.0001513166,0.00003464894,0.00008249637,0.00004076892,0.0001834417,0.0001306841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002719671,"about_ca_system_score_gemma":0.0000361416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005140133,"about_ca_topic_score_gemma":0.000002840005,"domain_scores_codex":[0.9990888,0.00004953121,0.0001653026,0.0001054012,0.0002741535,0.0003168357],"domain_scores_gemma":[0.9989637,0.00004578783,0.00005401042,0.0002068504,0.00005508248,0.0006745507],"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":[0.0002477449,0.0006258985,0.2356364,0.00003913593,0.0003860912,0.0001968636,0.01228205,0.00008876743,0.1487956,0.0005636225,0.2935098,0.3076281],"study_design_scores_gemma":[0.002410869,0.0006307859,0.9242378,0.0002825671,0.0007475423,0.00004851674,0.00165905,0.0005647899,0.007065882,0.0003054884,0.06175817,0.0002884657],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839736,0.005188336,0.000100069,0.006559144,0.0004471228,0.0001343986,0.000005436478,0.00003147133,0.00356045],"genre_scores_gemma":[0.9887056,0.0002686165,0.0006475779,0.001934607,0.001199335,0.000003951556,0.000001480447,0.00001471433,0.007224134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6886015,"threshold_uncertainty_score":0.6068007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03065427679172474,"score_gpt":0.2727326781277198,"score_spread":0.2420784013359951,"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."}}