{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004626715,0.000106061,0.0003026333,0.0006179205,0.0005547312,0.0005185923,0.0002850996,0.0004284761,0.001445127],"category_scores_gemma":[0.002194148,0.00009442479,0.0003535385,0.001314058,0.0001025264,0.0003349287,0.0003100924,0.0006506279,0.0001973379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949851,"about_ca_system_score_gemma":0.0005987164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003900729,"about_ca_topic_score_gemma":0.003213516,"domain_scores_codex":[0.9994288,0.0001389133,0.000102501,0.00005169198,0.0001946174,0.00008336081],"domain_scores_gemma":[0.9992384,0.0000818695,0.0003501389,0.00001692459,0.00009496474,0.0002178515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001321173,0.0003667581,0.9516264,0.000264695,0.0000861926,0.0005907089,0.0002541586,0.00006670415,0.0003927263,0.0001145675,0.002560033,0.04354506],"study_design_scores_gemma":[0.00001901131,0.0002721387,0.9901225,0.0004646387,0.00008251506,0.002630218,0.0008638038,0.000185486,0.0001061445,0.0001450889,0.005092523,0.00001602565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9134101,0.06516829,0.0005866143,0.004419678,0.0003049945,0.000115144,0.001101825,0.00004766792,0.01484575],"genre_scores_gemma":[0.97908,0.01683636,0.0008678697,0.001490018,0.0002036677,0.00006298596,0.0006297262,0.000005330777,0.000823999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003900729,"threshold_uncertainty_score":0.007756054,"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."}}