{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001599703,0.0001393503,0.0002945881,0.0005962778,0.0000833816,0.000004719298,0.0001011737,0.00004693833,0.0002398267],"category_scores_gemma":[0.00001805984,0.0001366099,0.00004786234,0.001289292,0.00009209532,0.00007439093,0.0001118225,0.0003961376,0.000009356375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001911839,"about_ca_system_score_gemma":0.00005424082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004478459,"about_ca_topic_score_gemma":0.00009014278,"domain_scores_codex":[0.9988591,0.0001146352,0.0003267334,0.0002570332,0.0001924761,0.000250042],"domain_scores_gemma":[0.9993381,0.00003857068,0.0001311361,0.0003838015,0.00005489617,0.00005350692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003302307,0.03237293,0.965723,0.00004365163,0.00006186966,0.0001035153,0.0002549529,0.000691217,0.0000449695,0.0001369161,0.00008455396,0.0001521487],"study_design_scores_gemma":[0.003359355,0.01407549,0.9790663,0.00003241276,0.00006841021,0.0000718849,0.0002762102,0.0001159616,0.00001399654,0.00002025629,0.002779776,0.0001199954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957502,0.00005479341,0.00002838199,0.0001926721,0.00008335692,0.0008079179,0.00002717471,0.00006264238,0.002992851],"genre_scores_gemma":[0.9995001,0.000008330279,0.0001032782,0.0001169568,0.00001016619,0.00002142482,0.0001456111,0.00002323658,0.00007088634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829744,"threshold_uncertainty_score":0.557079,"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."}}