{"id":"W1603718547","doi":"10.1002/9781118856017.ch11","title":"Nanomedicine in Diabetes: Using Nanotechnology in Prevention and Management of Diabetes Mellitus","year":2014,"lang":"en","type":"other","venue":"","topic":"Pancreatic function and diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Milestone; Diabetes mellitus; Medicine; Insulin delivery; Applications of nanotechnology; Intensive care medicine; Disease; Disease management; Diabetes management; Nanotechnology; Type 2 diabetes; Type 1 diabetes; Internal medicine; Endocrinology","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":[0.0005651318,0.0006086741,0.0007681553,0.001819058,0.0003215564,0.001365312,0.0004746674,0.001017503,0.00657908],"category_scores_gemma":[0.0009889699,0.0001367725,0.0005767439,0.001775057,0.0003969033,0.001279901,0.0007763792,0.001270521,0.002817028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005214685,"about_ca_system_score_gemma":0.0009287003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004759838,"about_ca_topic_score_gemma":0.000792177,"domain_scores_codex":[0.9996479,0.00008044537,0.00005626671,0.00005668195,0.0001247821,0.00003396352],"domain_scores_gemma":[0.9996195,0.0001593042,0.00006001478,0.0000131506,0.0001145313,0.00003351909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001006712,0.00009465354,0.0003372629,0.02114766,0.00007565881,0.0004056779,0.000162479,0.0002790153,0.00439364,0.00971332,0.04849885,0.9147911],"study_design_scores_gemma":[0.000009272328,0.0001123344,0.0005449193,0.003428396,0.00006701626,0.001365294,0.00009001362,0.00007941364,0.001271048,0.00249625,0.9905184,0.00001769136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000425779,0.9892809,0.0007067553,0.001481045,0.001647887,0.00001727838,0.000038603,0.00002207396,0.006379591],"genre_scores_gemma":[0.002047118,0.9924337,0.0009479214,0.0008888645,0.0009144644,0.00002129569,0.00004364448,0.000007709479,0.002695381],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00657908,"threshold_uncertainty_score":0.02200919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01342115296463044,"score_gpt":0.2603605990215975,"score_spread":0.246939446056967,"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."}}