{"id":"W6931896131","doi":"10.5281/zenodo.8004600","title":"Effect of Glycemic Control on Urinary Tract Infections in Type 2 Diabetic Mellitus","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Glycemic; Urinary system; Asymptomatic; Type 2 Diabetes Mellitus; Type 2 diabetes; Urine; Asymptomatic bacteriuria; Hemodialysis","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":[0.0007300201,0.0001750101,0.0003574213,0.0006696175,0.0003855944,0.0006869331,0.0002859636,0.0003689155,0.003857015],"category_scores_gemma":[0.002852707,0.0001193029,0.00068546,0.00174558,0.000180005,0.0003474354,0.0003110743,0.00090973,0.0002088263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003420437,"about_ca_system_score_gemma":0.0004484242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531531,"about_ca_topic_score_gemma":0.003229957,"domain_scores_codex":[0.9992059,0.000205431,0.000144656,0.0000954444,0.0002219733,0.0001265872],"domain_scores_gemma":[0.9977776,0.0004189112,0.001255655,0.00006266815,0.0001465059,0.0003385493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000562068,0.000283146,0.9883714,0.0001991001,0.000192342,0.0002131757,0.0000746335,0.00005201743,0.00007580519,0.00003619301,0.000355257,0.009584955],"study_design_scores_gemma":[0.00001457838,0.0005405776,0.9975893,0.0001179308,0.0001549055,0.0004581511,0.0002103895,0.00005508706,0.00004658186,0.00005313777,0.0007510515,0.000008193678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723309,0.02052384,0.0001693017,0.0006271974,0.000174777,0.00004924371,0.001589938,0.00001283258,0.0045219],"genre_scores_gemma":[0.9950694,0.003369785,0.0001804031,0.000275908,0.0001097009,0.00002845125,0.000475503,0.000003096628,0.0004877586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003857015,"threshold_uncertainty_score":0.01290303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156184342997547,"score_gpt":0.2756442114791147,"score_spread":0.2540823680491392,"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."}}