{"id":"W4367674475","doi":"10.1055/s-0043-1767990","title":"Once-Weekly Insulin Icodec vs Once-Daily Insulin Glargine U100 in Combination with Bolus Insulin in Individuals with Type 2 Diabetes on Basal-Bolus Regimens (ONWARDS 4)","year":2023,"lang":"en","type":"article","venue":"Diabetologie und Stoffwechsel","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada); Mount Sinai Hospital","funders":"","keywords":"Medicine; Insulin glargine; Insulin; Bolus (digestion); Diabetes mellitus; Type 2 diabetes; Internal medicine; Regimen; Type 1 diabetes; Endocrinology; Basal (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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002208295,0.0007826018,0.001511803,0.002589457,0.0001924328,0.0001577028,0.0007466954,0.0005376418,0.00009981475],"category_scores_gemma":[0.001075962,0.0006093632,0.0001213322,0.006076809,0.0004899498,0.0004168186,0.0004006106,0.00154713,0.0005286473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000647167,"about_ca_system_score_gemma":0.0006485052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00012915,"about_ca_topic_score_gemma":0.0002196086,"domain_scores_codex":[0.9936436,0.0004694645,0.0009452413,0.001354889,0.001652526,0.001934273],"domain_scores_gemma":[0.9969627,0.0008448776,0.0003335794,0.001118701,0.0003734573,0.0003666373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002744088,0.003836175,0.8997911,0.0007102431,0.0007075517,0.0009062336,0.001081428,0.002021363,0.0004130105,0.001529672,0.01309546,0.07316367],"study_design_scores_gemma":[0.02144635,0.008116013,0.9409941,0.001457346,0.0001968192,0.000001872454,0.0006327732,0.006187794,0.002024152,0.001342524,0.01653937,0.001060853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815732,0.001445315,0.00001883752,0.007327598,0.0003134466,0.002365856,0.00006437748,0.0005655175,0.006325878],"genre_scores_gemma":[0.9914307,0.001042093,0.0008839596,0.001473863,0.0001188023,0.0003807429,0.0008315487,0.0001659578,0.003672324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07210281,"threshold_uncertainty_score":0.9996358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03052716617508059,"score_gpt":0.3048947996413143,"score_spread":0.2743676334662337,"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."}}