{"id":"W4298629848","doi":"10.7759/cureus.29803","title":"Antibiotic Antibiogram in Patients With Complicated Urinary Tract Infections in Nephrology Unit of South Waziristan","year":2022,"lang":"en","type":"article","venue":"Cureus","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Ceftazidime; Cefepime; Internal medicine; Antibiotics; Ceftriaxone; Piperacillin; Tazobactam; Ciprofloxacin; Microbiology; Vancomycin; Clindamycin; Antibiotic resistance; Imipenem; Staphylococcus aureus; Bacteria; Pseudomonas aeruginosa; 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":[0.0001716021,0.0002292983,0.0002702454,0.0005524852,0.0005555368,0.0004308467,0.0002007745,0.0004041762,0.001653224],"category_scores_gemma":[0.001365194,0.0002339225,0.0001628375,0.0005305778,0.0002427111,0.0003694811,0.0003065872,0.0003472066,0.0001473371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003309639,"about_ca_system_score_gemma":0.0005682213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003896716,"about_ca_topic_score_gemma":0.007185844,"domain_scores_codex":[0.9997515,0.00005034367,0.00003520345,0.00004017577,0.00004079938,0.00008200524],"domain_scores_gemma":[0.9993849,0.00008915948,0.0003244532,0.00001170232,0.00004677647,0.0001430128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004374836,0.00005204574,0.9961522,0.00002724196,0.000009381971,0.00208764,0.0002150849,0.00001309349,0.000352189,0.000006977962,0.00006452295,0.0009758703],"study_design_scores_gemma":[0.00001443848,0.0002448444,0.9891722,0.00004701976,0.00001999092,0.008353211,0.001525388,0.0001081551,0.0001204491,0.00001786487,0.0003702996,0.000006188667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993087,0.0002921448,0.0000170151,0.00006757347,0.000003864009,0.000007765521,0.0000247196,0.000001158072,0.0002770668],"genre_scores_gemma":[0.9995584,0.0001939217,0.00004726679,0.00006402768,0.000009355525,0.000005167637,0.00003128753,5.642593e-7,0.00008994981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003896716,"threshold_uncertainty_score":0.007748067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701039174954627,"score_gpt":0.2616301670441439,"score_spread":0.2446197752945977,"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."}}