{"id":"W4200557705","doi":"10.1111/dme.14766","title":"International comparison of glycaemic control in people with type 1 diabetes: an update and extension","year":2021,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"Institut National d'assurance Maladie-Invalidité; Public Health England; Diabetes UK; Steno Diabetes Center Copenhagen","keywords":"Medicine; Extension (predicate logic); Type 2 diabetes; Diabetes mellitus; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000396581,0.0001152625,0.0005188691,0.0002148114,0.00001939157,0.000008072678,0.00008346308,0.00004880131,0.000537455],"category_scores_gemma":[0.0002654037,0.00007964177,0.00001650174,0.0003868229,0.0001428562,0.00006469515,0.00005045094,0.000175801,0.000007370527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002438588,"about_ca_system_score_gemma":0.00005062325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023473,"about_ca_topic_score_gemma":0.00003229916,"domain_scores_codex":[0.9986899,0.0000669318,0.0002944149,0.0002695072,0.0004425889,0.000236647],"domain_scores_gemma":[0.9991382,0.00009920759,0.00007272708,0.0002709379,0.0002770994,0.0001418671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002511165,0.0003805675,0.932696,0.0002619508,0.0001184144,0.00004617726,0.0004253316,0.00001332923,0.03866472,0.0002062611,0.001065688,0.02587045],"study_design_scores_gemma":[0.01411533,0.002750129,0.9349892,0.001621096,0.0003017859,0.000005390599,0.001637485,0.03055187,0.005046606,0.0002201906,0.008544005,0.0002169389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892275,0.001576115,0.00006627392,0.006365203,0.0001741017,0.0002484633,0.000001950484,0.0000164441,0.002323892],"genre_scores_gemma":[0.998253,0.0001916878,0.0002297634,0.0007896642,0.0001006541,0.000009014412,0.0001215155,0.00001557289,0.0002891597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03361811,"threshold_uncertainty_score":0.5884755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127832141063946,"score_gpt":0.3199661816708188,"score_spread":0.2986878602601793,"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."}}