{"id":"W2242128594","doi":"10.1016/j.jcjd.2015.09.082","title":"Novel and Emerging Insulin Preparations for Type 2 Diabetes","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Insulin; Intensive care medicine; Hypoglycemia; Lipodystrophy; Type 2 diabetes; Diabetes mellitus; Insulin degludec; Insulin detemir; Type 1 diabetes; Transdermal; Insulin glargine; Internal medicine; Pharmacology; Endocrinology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0004241117,0.0003889522,0.0004240159,0.0006483658,0.0002923047,0.0006277089,0.0004455568,0.0004847936,0.005692175],"category_scores_gemma":[0.0003702372,0.0001222744,0.0004164699,0.0003133448,0.0004008475,0.0006939658,0.0004341204,0.002151857,0.0006929256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004639885,"about_ca_system_score_gemma":0.0005145685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001253975,"about_ca_topic_score_gemma":0.004111102,"domain_scores_codex":[0.999882,0.00002572303,0.00001283624,0.00001746468,0.00003907293,0.0000228974],"domain_scores_gemma":[0.9998616,0.00002664887,0.00003217614,0.000006017659,0.00003183922,0.00004173444],"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":[0.003591207,0.000841993,0.001068622,0.003115481,0.0001283759,0.001155948,0.0001721868,0.000241261,0.05401467,0.01032167,0.01486175,0.9104868],"study_design_scores_gemma":[0.003363893,0.006872367,0.008322808,0.003211982,0.0007121534,0.005596188,0.0005201772,0.001116571,0.05351606,0.006818028,0.9098446,0.000105213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05563221,0.907462,0.005334034,0.006263992,0.004207949,0.0001182573,0.0003188592,0.0001201414,0.0205426],"genre_scores_gemma":[0.2477305,0.7092379,0.0164746,0.003958673,0.00281383,0.0001294949,0.0005619788,0.00004245335,0.01905055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005692175,"threshold_uncertainty_score":0.01904225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06461661934219876,"score_gpt":0.3234937685697629,"score_spread":0.2588771492275642,"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."}}