{"id":"W3138717815","doi":"10.1007/s11606-021-06642-7","title":"Comparative Efficacy and Safety of Ultra-Long-Acting, Long-Acting, Intermediate-Acting, and Biosimilar Insulins for Type 1 Diabetes Mellitus: a Systematic Review and Network Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Toronto; Public Health Ontario; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Health Canada; Canada Research Chairs; University of Toronto; World Health Organization","keywords":"Medicine; Meta-analysis; Insulin; Hypoglycemia; Internal medicine; Insulin glargine; Randomized controlled trial; Type 1 diabetes; Odds ratio; Biosimilar; Type 2 Diabetes Mellitus; Diabetes mellitus; Adverse effect; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006106901,0.001947966,0.01346985,0.002208145,0.0003695113,0.002148811,0.001459761,0.00169072,0.002277254],"category_scores_gemma":[0.0128812,0.0007973306,0.02275635,0.003135184,0.0006019744,0.001231059,0.0009678063,0.002006127,0.0001790254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351204,"about_ca_system_score_gemma":0.001511101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003990629,"about_ca_topic_score_gemma":0.009811378,"domain_scores_codex":[0.9964831,0.00141344,0.001050171,0.0004907083,0.0004265507,0.0001359041],"domain_scores_gemma":[0.992967,0.005239331,0.00110006,0.0002254827,0.0003634183,0.0001048161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.01228547,0.0001071036,0.004067549,0.2750883,0.6777744,0.00008362104,0.0001077663,0.0004869241,0.0005127121,0.0001347831,0.0005097312,0.02884174],"study_design_scores_gemma":[0.002491954,0.0005267725,0.00473154,0.009469647,0.9810756,0.0000783828,0.00005793001,0.0001612381,0.0001397632,0.000169319,0.001069063,0.00002873583],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01116605,0.9879059,0.000290294,0.00007653756,0.000092292,0.0001011916,0.0002177424,0.00001145745,0.0001386531],"genre_scores_gemma":[0.2210072,0.7754542,0.001513719,0.0006665934,0.0002123365,0.0002789767,0.0005933892,0.00001644997,0.0002571214],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01346985,"threshold_uncertainty_score":0.03229678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1781192458244414,"score_gpt":0.4353384922151177,"score_spread":0.2572192463906763,"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."}}