{"id":"W4387582042","doi":"10.58931/cdet.2023.1318","title":"Glucagon-like Peptide-1 Receptor Agonist Treatment in Type 1 Diabetes","year":2023,"lang":"en","type":"article","venue":"Canadian Diabetes & Endocrinology Today","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Glycemic; Incretin; Type 1 diabetes; Insulin; Type 2 diabetes; Glucagon-like peptide 1 receptor; Population; Diabetes mellitus; Insulin resistance; Endocrinology; Internal medicine; Agonist; Receptor","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":[0.0007458097,0.0003967646,0.0005600087,0.001035883,0.0003699783,0.0006263571,0.000545645,0.000707189,0.004137157],"category_scores_gemma":[0.0008874921,0.0000899197,0.0003262028,0.001232642,0.0003300338,0.0003553524,0.0003791331,0.001529113,0.001102599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234853,"about_ca_system_score_gemma":0.002379612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01096689,"about_ca_topic_score_gemma":0.03713754,"domain_scores_codex":[0.9996613,0.00009270861,0.000041601,0.00003161694,0.0001385379,0.00003415126],"domain_scores_gemma":[0.9996352,0.0001131866,0.00005526666,0.000007978702,0.0001270338,0.00006126588],"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":[0.0001874711,0.0001065272,0.0004950179,0.003957723,0.0000403886,0.0003414837,0.00007392868,0.0001092437,0.0009342356,0.002522735,0.04858968,0.9426416],"study_design_scores_gemma":[0.00008538617,0.0002726417,0.004165797,0.004412237,0.00009332068,0.001437902,0.00008530502,0.00006546653,0.0003334871,0.001267738,0.9877615,0.00001924992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0003971251,0.9895175,0.000182064,0.002893551,0.0007639079,0.00001290956,0.00003972202,0.00001140918,0.006181798],"genre_scores_gemma":[0.003994673,0.9911405,0.0005946547,0.001609891,0.0008782587,0.00001926543,0.00007328632,0.000003550381,0.001685831],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01096689,"threshold_uncertainty_score":0.02180612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882248164419549,"score_gpt":0.2533758687028518,"score_spread":0.2345533870586564,"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."}}