{"id":"W7119517121","doi":"10.58920/sciphar0404502","title":"Comparative Glycemic Effectiveness of Long- and Rapid-Acting Insulin in Patients with Type 2 Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Sciences of Pharmacy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Insulin glargine; Insulin; Glycemic; Insulin lispro; Type 2 Diabetes Mellitus; Postprandial; Glycated hemoglobin; Diabetes mellitus","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":[0.000249131,0.0000749169,0.0002513433,0.0001775124,0.00002700418,0.000006300619,0.0000642399,0.000008175851,0.00001235727],"category_scores_gemma":[0.00002329281,0.00005247046,0.00001469777,0.0005573453,0.000258123,0.0001148101,0.00004392657,0.00003836128,7.26096e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002181801,"about_ca_system_score_gemma":0.00005257487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003113661,"about_ca_topic_score_gemma":0.000003363445,"domain_scores_codex":[0.9993989,0.00004525289,0.0001302972,0.0001577938,0.0001447377,0.0001230601],"domain_scores_gemma":[0.9996198,0.0001518279,0.00006994546,0.00006266155,0.00007067145,0.00002504012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008071874,0.0002829217,0.9800526,0.0003846609,0.00007773599,7.367092e-7,0.0001625437,0.0000336741,0.00127634,0.000065669,0.000005437997,0.01685048],"study_design_scores_gemma":[0.006964655,0.001108008,0.8964186,0.0005834797,0.0001055798,2.603529e-8,0.0001076694,0.0004239341,0.09410837,0.00005686787,0.00006083047,0.00006198983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995034,0.001503697,0.000004918427,0.00002189776,0.00006950388,0.0004265695,0.000001595219,0.000006331346,0.002931465],"genre_scores_gemma":[0.9997263,0.00006347641,0.0001571675,0.00002174314,0.000002779069,0.000006963127,0.000004830339,0.000001881916,0.00001487606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09283203,"threshold_uncertainty_score":0.2139683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02180667244086461,"score_gpt":0.3307222114908248,"score_spread":0.3089155390499602,"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."}}