{"id":"W1598254642","doi":"10.1172/jci29103","title":"Islet   cell failure in type 2 diabetes","year":2006,"lang":"en","type":"review","venue":"Journal of Clinical Investigation","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":1659,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health; ACT Government","keywords":"Beta cell; Type 2 diabetes; Islet; Context (archaeology); Insulin resistance; Diabetes mellitus; BETA (programming language); Bioinformatics; Pathogenesis; Cell; Medicine; Biology; Cell type; Internal medicine; Endocrinology; Genetics; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426472,0.001031867,0.001853032,0.002097229,0.0003087131,0.0007232598,0.000768824,0.001080206,0.003272362],"category_scores_gemma":[0.0006192346,0.0002170058,0.0003297513,0.002370814,0.0004819997,0.001072794,0.0006531818,0.001437065,0.00359014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000387419,"about_ca_system_score_gemma":0.0006778086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007366791,"about_ca_topic_score_gemma":0.001143162,"domain_scores_codex":[0.999824,0.0000317973,0.00002742382,0.00003182071,0.0000696999,0.0000152887],"domain_scores_gemma":[0.9997563,0.00009277774,0.00004371991,0.00001092472,0.00006592977,0.00003042966],"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":[0.00007269141,0.00005608994,0.0002925639,0.0107152,0.00005556965,0.0008364779,0.0000585265,0.0002512243,0.001340454,0.002002484,0.04341816,0.9409006],"study_design_scores_gemma":[0.00002546292,0.0001051821,0.001719131,0.004406265,0.00008868831,0.009164708,0.0001031083,0.00006195459,0.0003886283,0.002786373,0.9811288,0.00002163846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000923651,0.9983594,0.0001064633,0.0001476836,0.0003621947,0.000002905453,0.000007055334,0.000007854673,0.0009141512],"genre_scores_gemma":[0.0005665083,0.9983231,0.0001330095,0.0001622652,0.0002981008,0.000003383966,0.00001292466,0.000001130363,0.0004995463],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003272362,"threshold_uncertainty_score":0.01094711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1231190224337491,"score_gpt":0.4066883381839086,"score_spread":0.2835693157501595,"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."}}