{"id":"W1546347330","doi":"10.1016/j.jcjd.2015.04.006","title":"New Insulins and New Aspects in Insulin Delivery","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Glycemic; Hypoglycemia; Insulin; Insulin delivery; Basal insulin; Diabetes mellitus; Type 2 diabetes; Intensive care medicine; Type 1 diabetes; Internal medicine; Endocrinology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007312741,0.0003301314,0.001849283,0.00207394,0.0000364195,0.0001200933,0.0003357532,0.0002861753,0.000219722],"category_scores_gemma":[0.0004808838,0.0002567728,0.000271518,0.0007333208,0.00008314516,0.0001669547,0.00005268236,0.0009779006,0.0000636074],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004821134,"about_ca_system_score_gemma":0.01597187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006186334,"about_ca_topic_score_gemma":0.005792629,"domain_scores_codex":[0.9978958,0.0001044447,0.0007549371,0.0002309463,0.0003649463,0.0006489474],"domain_scores_gemma":[0.996029,0.0001187372,0.0003310981,0.000242928,0.0001842982,0.003093893],"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":[0.00000188162,0.0000129086,0.002955666,0.002964464,0.0002415172,0.0002502908,0.00006387808,3.612145e-7,9.551663e-8,0.00005535101,0.03801685,0.9554367],"study_design_scores_gemma":[0.001229568,0.0003727416,0.001433187,0.01614528,0.0006009487,0.000009215952,0.00002262829,0.000003195061,3.842427e-7,0.0004854906,0.9794712,0.0002261362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001702569,0.9930741,8.059955e-7,0.0004803845,0.0003762324,0.0004331513,0.00001207574,0.000005316481,0.003915383],"genre_scores_gemma":[0.0003706829,0.9943765,0.0003366564,0.0001831304,0.001094166,0.00000239328,0.00002532935,0.00006622343,0.003544887],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9552106,"threshold_uncertainty_score":0.9999884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07525058058538608,"score_gpt":0.3207723835262761,"score_spread":0.24552180294089,"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."}}