{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004229245,0.0003545766,0.0005042273,0.0007940336,0.0002875189,0.0007566164,0.000502857,0.000529062,0.004512643],"category_scores_gemma":[0.0007293657,0.0001394943,0.0003211125,0.0003773637,0.00008187052,0.0003112633,0.0003474505,0.0003721559,0.00177335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003067635,"about_ca_system_score_gemma":0.0003897469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001804289,"about_ca_topic_score_gemma":0.001773907,"domain_scores_codex":[0.9998314,0.0000284712,0.00001890835,0.00005385081,0.00004346303,0.00002376017],"domain_scores_gemma":[0.9997999,0.0000714214,0.00001368593,0.00001873303,0.00008002594,0.0000162296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002201068,0.0005303308,0.009362904,0.0002994135,0.0001420327,0.0005625151,0.0001556643,0.0065427,0.07498591,0.001442356,0.02539851,0.8783767],"study_design_scores_gemma":[0.0008350424,0.002437594,0.05797774,0.0002672827,0.001028139,0.003224594,0.000361467,0.6524822,0.1784315,0.005172877,0.0975592,0.0002224633],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2977317,0.00918215,0.6170627,0.002001156,0.001739098,0.0009595551,0.005801567,0.03537849,0.03014357],"genre_scores_gemma":[0.6792489,0.002405641,0.2897516,0.0009777667,0.0004122197,0.0006763481,0.004861465,0.0001858962,0.0214801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004512643,"threshold_uncertainty_score":0.01509631,"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."}}