{"id":"W4220773185","doi":"10.1007/s13300-022-01247-7","title":"Clinical Use of Insulin Glargine 300 U/mL in Adults with Type 2 Diabetes: Hypothetical Case Studies","year":2022,"lang":"en","type":"review","venue":"Diabetes Therapy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Sanofi","keywords":"Medicine; Insulin glargine; Basal insulin; Insulin; Context (archaeology); Hypoglycemia; Diabetes mellitus; Basal (medicine); Type 2 diabetes; Internal medicine; Endocrinology; Intensive care medicine","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":[0.001507281,0.0004879294,0.0009479355,0.001150342,0.000249349,0.0008208308,0.0006619343,0.001478017,0.002626349],"category_scores_gemma":[0.00433337,0.0001848057,0.001003056,0.001783351,0.000445347,0.000796913,0.0003439585,0.000854561,0.0004428648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004232708,"about_ca_system_score_gemma":0.0007197576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001161352,"about_ca_topic_score_gemma":0.002383701,"domain_scores_codex":[0.9992187,0.0003632413,0.0001895956,0.00007466677,0.000120721,0.00003311432],"domain_scores_gemma":[0.9979444,0.001571666,0.000300759,0.00003511429,0.0001136686,0.00003444352],"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":[0.0005267221,0.0001534216,0.002356235,0.1174191,0.0006675724,0.01222435,0.0005088323,0.0004307984,0.0007209428,0.005276256,0.01961624,0.8400995],"study_design_scores_gemma":[0.0003022141,0.0006475764,0.009691328,0.1406397,0.004388556,0.1283889,0.001522501,0.0004388468,0.001069494,0.004916497,0.7078724,0.0001218959],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001016857,0.9969882,0.0001019025,0.0004238886,0.0001223404,0.00001725188,0.00001740083,0.000001735911,0.001310412],"genre_scores_gemma":[0.009983032,0.9884603,0.0005027605,0.0005910152,0.0001552126,0.00002141407,0.00003016356,0.000001223915,0.0002548493],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002626349,"threshold_uncertainty_score":0.008786023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2005561795537173,"score_gpt":0.4298457375860382,"score_spread":0.2292895580323209,"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."}}