{"id":"W2948204413","doi":"10.2337/db19-1679-p","title":"1679-P: Current State of Type 1 Diabetes in Adults: Data from the Canadian LMC Diabetes Registry","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypoglycemia; Diabetes mellitus; Type 1 diabetes; Population; Internal medicine; Cohort; Type 2 diabetes; Pediatrics; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007195199,0.0003807231,0.0004869957,0.003149958,0.001548261,0.0009014171,0.00132457,0.0003607838,0.00724643],"category_scores_gemma":[0.002736874,0.0002865326,0.0004784952,0.008049132,0.0002085812,0.0004246726,0.000705293,0.0005782863,0.001718241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0114211,"about_ca_system_score_gemma":0.01781465,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874406,"about_ca_topic_score_gemma":0.9904475,"domain_scores_codex":[0.999012,0.00004909467,0.000100901,0.0001412755,0.0004742039,0.0002224803],"domain_scores_gemma":[0.997013,0.0001016187,0.000463671,0.00009791919,0.00188892,0.0004349218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045684,0.00004614157,0.9321184,0.0002347801,0.00008705133,0.00007520242,0.0003102214,0.0001151042,0.0001396173,0.0001672633,0.05477535,0.01182629],"study_design_scores_gemma":[0.000009991126,0.00000963876,0.9940078,0.00005614242,0.00001699506,0.000050527,0.0001864187,0.0001225306,0.00002500161,0.00001347734,0.005491159,0.0000103199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.449595,0.001750084,0.0003444289,0.0009544973,0.00005429249,0.0004256893,0.5251597,0.0001826229,0.02153367],"genre_scores_gemma":[0.7638,0.001711527,0.001550839,0.000809044,0.00005604859,0.0005343567,0.2270586,0.00004067694,0.004438958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01255941,"threshold_uncertainty_score":0.08286625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02070882411025787,"score_gpt":0.255136558689564,"score_spread":0.2344277345793061,"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."}}