{"id":"W7047847448","doi":"","title":"An Intelligent System for Type II Diabetes Mellitus Diagnostic","year":2020,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Regina","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Triacetin; Emperipolesis; Fusible alloy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006053414,0.000221849,0.000387929,0.00009634528,0.0001278126,0.00001494398,0.0003102047,0.0002286282,0.000003842863],"category_scores_gemma":[0.00002544872,0.0002955107,0.0001305807,0.0001591359,0.00002199138,0.0001125468,0.00001920508,0.0001538324,0.00002035985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032606,"about_ca_system_score_gemma":0.00004155887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006068713,"about_ca_topic_score_gemma":0.0001608777,"domain_scores_codex":[0.9993864,0.0000137737,0.00001883102,0.0002449269,0.00009992479,0.0002362011],"domain_scores_gemma":[0.9993355,0.00009793978,0.00009631119,0.0002162739,0.0001256114,0.0001283258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00050325,0.0001310365,0.00007668902,0.02527947,0.001480656,0.0001415723,0.0225514,0.02002972,0.1413496,0.004808133,0.7627611,0.02088739],"study_design_scores_gemma":[0.0003599186,0.0005403943,0.00002964625,0.001054704,0.0004564428,0.000001818259,0.04011248,0.02706482,0.04257233,0.00001138275,0.8872066,0.0005895265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9643089,0.01020003,0.006076647,0.01346671,0.002481437,0.001582939,0.0002412136,0.0007830266,0.0008591358],"genre_scores_gemma":[0.9580382,0.006657536,0.00558301,0.00001390857,0.0002864727,0.000008958385,0.003334659,0.0002355449,0.02584172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1244454,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238778169311192,"score_gpt":0.2111224298106177,"score_spread":0.1987346481175057,"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."}}