{"id":"W4320013519","doi":"10.56557/upjoz/2022/v43i243335","title":"PREVALENCE AND MANAGEMENT OF URINARY TRACT INFECTIONS IN TYPE 2 DIABETIC PATIENTS","year":2022,"lang":"en","type":"article","venue":"UTTAR PRADESH JOURNAL OF ZOOLOGY","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Diabetes mellitus; Urinary system; Type 2 diabetes; Antibiotics; Internal medicine; Glycemic; Asymptomatic; Bacteriuria; Intensive care medicine; Endocrinology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001955774,0.00005711026,0.000113398,0.00007466519,0.00003428232,0.00000263386,0.00009849703,0.00003748709,0.00003620249],"category_scores_gemma":[0.00002860833,0.00005772013,0.00003924429,0.0000936019,0.00003984919,0.000004494961,0.0001044928,0.0001194889,3.688772e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000150678,"about_ca_system_score_gemma":0.00002419017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002848493,"about_ca_topic_score_gemma":0.000001385594,"domain_scores_codex":[0.9993849,0.0001055714,0.000220445,0.00008935354,0.00008342605,0.0001162409],"domain_scores_gemma":[0.9996563,0.00001359538,0.0001934073,0.00006805955,0.0000416603,0.00002701248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006175613,0.0014978,0.9939843,0.00005662977,0.00009846748,0.00001735361,0.00004939948,0.0003705295,0.001268178,0.00006720156,0.0003164739,0.002211854],"study_design_scores_gemma":[0.001715863,0.006496369,0.984533,0.00003178083,0.00007153348,0.00007616334,0.0001855224,0.00001612827,0.0004090057,0.0001661979,0.006186143,0.0001122744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969338,0.002409686,0.000004213853,0.00008329373,0.0001585658,0.00007622446,0.000007242683,9.169335e-7,0.0003261247],"genre_scores_gemma":[0.9977761,0.001928165,0.00009171187,0.00005644174,0.0000124438,0.000003774755,0.000007118848,0.000005279784,0.0001189833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009451337,"threshold_uncertainty_score":0.2353759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005585926820633382,"score_gpt":0.2278094964855196,"score_spread":0.2222235696648862,"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."}}