{"id":"W2883257481","doi":"10.4158/ep-2018-0242","title":"The Minimed™ 670G Hybrid Automated Insulin Delivery System: Setting The Right Expectations","year":2018,"lang":"en","type":"article","venue":"Endocrine Practice","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Glycated hemoglobin; Glycemic; Type 1 diabetes; Type 2 diabetes; Hypoglycemia; Insulin delivery; Insulin; Diabetes mellitus; Scopus; Artificial pancreas; Endocrinology; Internal medicine; Intensive care medicine; Pediatrics; MEDLINE","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":[0.006700269,0.0003556715,0.0003316973,0.0002473845,0.0006050602,0.002631783,0.0009400519,0.001590067,0.005665262],"category_scores_gemma":[0.01306824,0.0002685471,0.0002866624,0.0001447476,0.0004996698,0.002310437,0.001289704,0.001820748,0.003559398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009640045,"about_ca_system_score_gemma":0.002704527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001013955,"about_ca_topic_score_gemma":0.00159479,"domain_scores_codex":[0.9956743,0.001551155,0.00022514,0.0002167507,0.001903994,0.0004286637],"domain_scores_gemma":[0.9943921,0.00191261,0.0004027414,0.000263625,0.001572627,0.001456276],"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":[0.00363579,0.002318897,0.06851901,0.0004931976,0.00008126856,0.002195824,0.002092721,0.007892994,0.02499641,0.01615912,0.172188,0.6994267],"study_design_scores_gemma":[0.001334007,0.01017655,0.1776599,0.001683609,0.0002589358,0.0112655,0.009419817,0.1101885,0.05365995,0.06894454,0.5545114,0.0008972424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.3639817,0.003773757,0.2035085,0.2450265,0.005134217,0.0009882463,0.0007154815,0.006631903,0.1702396],"genre_scores_gemma":[0.8761265,0.001389113,0.07724771,0.02513764,0.001320663,0.0003935414,0.0003643911,0.0005697549,0.01745062],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.006700269,"threshold_uncertainty_score":0.03543478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132329303827389,"score_gpt":0.3231667460525025,"score_spread":0.3118434530142286,"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."}}