{"id":"W2948945163","doi":"10.2337/db19-1681-p","title":"1681-P: Polyendocrinopathy in Type 1 Diabetes: A Transatlantic Comparison","year":2019,"lang":"en","type":"article","venue":"Diabetes","topic":"Adrenal Hormones and Disorders","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Diabetes mellitus; Thyroid disease; Atrophic gastritis; Logistic regression; Disease; Pediatrics; Gastroenterology; Thyroid; Gastritis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000744736,0.0001542845,0.0004200258,0.0001500939,0.00001807326,0.00001459544,0.00008485385,0.00006276404,0.0002817173],"category_scores_gemma":[0.00003459329,0.000131184,0.00008336659,0.000321443,0.00003710237,0.00007736661,0.00001819092,0.0001784553,0.0005788138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002521474,"about_ca_system_score_gemma":0.00003621388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002871065,"about_ca_topic_score_gemma":0.000008728912,"domain_scores_codex":[0.9988901,0.00001834523,0.0002422395,0.0002350347,0.0001762344,0.000438045],"domain_scores_gemma":[0.9995375,0.0000659766,0.00004100464,0.000234462,0.00003454526,0.00008649471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005178847,0.0002213142,0.9847473,0.0001509561,0.00002495532,0.000006777186,0.0001764312,0.00001275371,0.01013263,0.0001280197,0.0005733198,0.00377375],"study_design_scores_gemma":[0.003792315,0.001101355,0.9674222,0.0003469734,0.0001018575,0.000002092276,0.000582918,0.005814983,0.0124977,0.0003133628,0.007599255,0.0004249705],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908953,0.004092399,0.000002097052,0.000541555,0.000181263,0.0003283884,0.000002844733,0.00006160913,0.003894595],"genre_scores_gemma":[0.9986731,0.00005129555,0.0000719,0.0008388006,0.00005846822,0.00001138383,0.00004097424,0.00002552887,0.0002284923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01732509,"threshold_uncertainty_score":0.7439674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01145215581957998,"score_gpt":0.2572681403713979,"score_spread":0.245815984551818,"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."}}