{"id":"W4379260635","doi":"10.1007/s13300-023-01423-3","title":"Real-World Effects of Second-Generation Versus Earlier Intermediate/Basal Insulin Analogues on Rates of Hypoglycemia in Adults with Type 1 and 2 Diabetes (iNPHORM, US)","year":2023,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Management and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Sanofi Pasteur","keywords":"Medicine; Hypoglycemia; Basal (medicine); Diabetes mellitus; Basal insulin; Internal medicine; Insulin; Type 1 diabetes; Endocrinology; Type 2 diabetes","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":[0.0003509126,0.0002109567,0.0004941818,0.000742647,0.00003044827,0.00001931851,0.0001175587,0.00008642398,0.00006375623],"category_scores_gemma":[0.0001140492,0.0001543565,0.00004968179,0.00116147,0.0002018469,0.0001076746,0.0000528577,0.0001942352,0.00001872487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003471028,"about_ca_system_score_gemma":0.00004946016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002319252,"about_ca_topic_score_gemma":0.0001949386,"domain_scores_codex":[0.9985385,0.000104268,0.0003089525,0.000314952,0.0003342695,0.0003990779],"domain_scores_gemma":[0.9988648,0.0005019346,0.0001214277,0.0002771862,0.0001440583,0.00009061606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002891836,0.0003027697,0.8612044,0.00103761,0.0003875994,0.00001247242,0.0005277947,0.00002484908,0.1011292,0.00005079719,0.00117592,0.03125473],"study_design_scores_gemma":[0.007248417,0.004781768,0.8012455,0.000626676,0.00002590203,1.029078e-8,0.00004678512,0.001169836,0.1845198,0.00004317264,0.0001463344,0.0001457803],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976023,0.0005948874,6.165329e-8,0.00008606479,0.0002304616,0.0006904871,0.00001118245,0.00004358076,0.0007409943],"genre_scores_gemma":[0.997394,0.001571045,0.00003935374,0.0001092941,0.0001167354,0.00006115453,0.000240279,0.00004032252,0.0004277986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08339055,"threshold_uncertainty_score":0.6294476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02304931753489594,"score_gpt":0.2940169029136934,"score_spread":0.2709675853787975,"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."}}