{"id":"W2055789597","doi":"10.1111/j.1463-1326.2011.01469.x","title":"The safety profile of exogenous insulin in people with type 2 diabetes: justification for concern","year":2011,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Type 2 diabetes; Diabetes mellitus; Insulin; Value (mathematics); Medicine; Endocrinology; 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":[0.004214205,0.0007479414,0.002379573,0.001182375,0.00037228,0.001615452,0.001394833,0.004713047,0.001825068],"category_scores_gemma":[0.01097938,0.0002611017,0.001148153,0.002016445,0.001516239,0.002604401,0.0006594788,0.005174018,0.001052998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020772,"about_ca_system_score_gemma":0.002144207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00148725,"about_ca_topic_score_gemma":0.002692436,"domain_scores_codex":[0.997861,0.0007999469,0.0003386563,0.0001768895,0.0007551146,0.00006842153],"domain_scores_gemma":[0.9913338,0.00625347,0.00088722,0.0001508445,0.001241646,0.0001329524],"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":[0.0002816484,0.00004392087,0.0003512479,0.03403807,0.0003425992,0.0006376664,0.0001711961,0.0002056424,0.0008092516,0.00782169,0.2491357,0.7061614],"study_design_scores_gemma":[0.000122969,0.0001837539,0.001263951,0.03394446,0.0004206329,0.002836542,0.0002187168,0.0001229148,0.0003066247,0.007531063,0.9530095,0.00003880657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005750091,0.9854822,0.00005451148,0.01162695,0.002356801,0.000002088947,0.000009502878,0.000002661938,0.0004077754],"genre_scores_gemma":[0.001042843,0.9844173,0.0001682926,0.01026611,0.003656047,0.000007682659,0.0000144232,0.000002758687,0.0004245953],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004713047,"threshold_uncertainty_score":0.02228713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04938534273080385,"score_gpt":0.3059564818603864,"score_spread":0.2565711391295826,"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."}}