{"id":"W4386703896","doi":"10.1111/dom.15268","title":"Severe (level 3) hypoglycaemia occurrence in a real‐world cohort of adults with type 1 or 2 diabetes mellitus ( <scp>iNPHORM</scp> , United States)","year":2023,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Management and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Center for Advancing Translational Sciences; Sanofi","keywords":"Medicine; Type 1 diabetes; Incidence (geometry); Type 2 Diabetes Mellitus; Diabetes mellitus; Epidemiology; Internal medicine; Prospective cohort study; Pediatrics; Demography; Endocrinology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007350858,0.0001823697,0.0001954157,0.0004560446,0.0003506756,0.0005827725,0.0002487622,0.0003865856,0.001475768],"category_scores_gemma":[0.001571691,0.0002300913,0.0003812288,0.0008916295,0.0001439046,0.0005303141,0.0005139082,0.000527162,0.0002887215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450602,"about_ca_system_score_gemma":0.0002650036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01040495,"about_ca_topic_score_gemma":0.01480951,"domain_scores_codex":[0.9995987,0.00009979963,0.00006826135,0.000109086,0.00006763873,0.00005648922],"domain_scores_gemma":[0.9985857,0.0001135385,0.000897082,0.0001129019,0.0001080751,0.0001826472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004013165,0.00001663637,0.9991729,0.000008659526,0.0000181401,0.00001746415,0.00004042809,0.00001151814,0.00004432221,0.000005225638,0.0001719368,0.000452719],"study_design_scores_gemma":[0.000003368896,0.00004391752,0.9995788,0.000005768267,0.000006826203,0.00008603965,0.0000908291,0.00004190359,0.00001379301,0.000006590785,0.0001205953,0.0000017153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962952,0.000116007,0.0000888002,0.00004723047,0.000006209634,0.00002196882,0.003016809,0.000003497059,0.0004042286],"genre_scores_gemma":[0.9959906,0.0001491137,0.0001609206,0.0001000079,0.00001178168,0.00004705879,0.003332717,0.000001989223,0.0002058301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01040495,"threshold_uncertainty_score":0.02068877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02470057500883414,"score_gpt":0.2713769618219571,"score_spread":0.246676386813123,"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."}}