{"id":"W4402905907","doi":"10.1016/j.diabres.2024.111871","title":"A post-hoc pooled analysis to evaluate efficacy and safety of insulin glargine 300 U/mL in insulin-naïve people with type 2 diabetes with/without prior use of glucagon-like peptide-1 receptor agonist therapy","year":2024,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre","funders":"Sanofi","keywords":"Medicine; Insulin glargine; Type 2 diabetes; Insulin; Diabetes mellitus; Post-hoc analysis; Internal medicine; Glucagon; Endocrinology; Post hoc","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":[0.004325157,0.0003363893,0.001224999,0.0008142189,0.0001045858,0.0001869021,0.0001797475,0.0001589868,0.0001071063],"category_scores_gemma":[0.005003106,0.0002236084,0.0001359069,0.00309026,0.0004860155,0.0005054265,0.0002437129,0.0007228098,0.00002667694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008188625,"about_ca_system_score_gemma":0.0003814909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000216673,"about_ca_topic_score_gemma":0.0002769083,"domain_scores_codex":[0.9955867,0.0007822843,0.0009677878,0.0008838631,0.001072165,0.0007072165],"domain_scores_gemma":[0.9898965,0.007481356,0.0002245449,0.0006456138,0.00126712,0.0004848552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04025217,0.005778885,0.7067778,0.0008714044,0.01726811,0.00007177551,0.001445297,0.0000405869,0.002758081,0.0001422522,0.0005582832,0.2240353],"study_design_scores_gemma":[0.01569295,0.04503155,0.886729,0.001310968,0.005140173,0.000001685372,0.0009332342,0.002670245,0.001373633,0.00003849838,0.04055233,0.0005257156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986595,0.006919045,0.00000775624,0.004006436,0.00006599828,0.002026143,0.00005897061,0.00004368052,0.0002769585],"genre_scores_gemma":[0.9838721,0.0102911,0.004225424,0.0006181995,0.00006989027,0.0001024587,0.0001506182,0.00005948169,0.0006106942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2235096,"threshold_uncertainty_score":0.9118485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05506594643586577,"score_gpt":0.4092017632911602,"score_spread":0.3541358168552944,"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."}}