{"id":"W4402406906","doi":"10.1056/nejmoa2403953","title":"Insulin Efsitora versus Degludec in Type 2 Diabetes without Previous Insulin Treatment","year":2024,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Diabetes Management and Research","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"Eli Lilly and Company","keywords":"Insulin degludec; Insulin; Type 2 diabetes; Medicine; Internal medicine; Diabetes mellitus; Endocrinology; Insulin glargine","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":[0.0009543343,0.0001938348,0.000606808,0.0006381092,0.00002506593,0.00003013367,0.000134543,0.00007753368,0.000327179],"category_scores_gemma":[0.0004763881,0.000109974,0.00008714655,0.0005941765,0.00007360304,0.0001114601,0.00003193157,0.0004371629,0.00004747343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124049,"about_ca_system_score_gemma":0.0003160917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003649302,"about_ca_topic_score_gemma":0.00003596761,"domain_scores_codex":[0.9982564,0.00009958018,0.0005324059,0.0001831513,0.0006058818,0.0003225249],"domain_scores_gemma":[0.9989618,0.0002907284,0.00009656118,0.0001824734,0.0001335197,0.0003348824],"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":[0.003451992,0.0002510099,0.02899997,0.0002898879,0.0005897824,0.00136864,0.001302243,0.0000255202,0.002078674,0.00008601537,0.01202074,0.9495355],"study_design_scores_gemma":[0.1501981,0.02462467,0.02500235,0.004910895,0.001009192,0.00009382734,0.0002901922,0.001106816,0.001131569,0.0005094392,0.7908549,0.0002680297],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230275,0.05537464,0.00001689131,0.01288389,0.002687131,0.0003269981,8.492332e-7,0.00003416507,0.005647976],"genre_scores_gemma":[0.9847822,0.005734102,0.0002335582,0.0001410425,0.00585966,0.000002927305,0.000009918177,0.00003041361,0.003206151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9492675,"threshold_uncertainty_score":0.4484608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03789353538271766,"score_gpt":0.3375123665504187,"score_spread":0.299618831167701,"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."}}