{"id":"W4294991009","doi":"10.1111/hdi.13041","title":"Urinary tract infections in hemodialysis patients—The controversy of antimicrobial drug urine concentrations","year":2022,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Internal medicine; Population; Urinary system; Antimicrobial; Surgery; Retrospective cohort study; Urine; Intensive care medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007974789,0.000122342,0.0003738687,0.001045392,0.0004590059,0.001481868,0.0005585318,0.0008797692,0.00118195],"category_scores_gemma":[0.03556753,0.00009886496,0.0002568768,0.001268894,0.001268335,0.001331523,0.0007885491,0.001003342,0.0001820051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005832248,"about_ca_system_score_gemma":0.0006570647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006718503,"about_ca_topic_score_gemma":0.0008915897,"domain_scores_codex":[0.9949351,0.002723776,0.0007087924,0.0003480568,0.00111335,0.0001709653],"domain_scores_gemma":[0.9677579,0.01669225,0.01141349,0.0006087737,0.002302705,0.001224877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002766143,0.00008929937,0.9296913,0.0003925843,0.0001063062,0.0003056164,0.0009613029,0.00008440613,0.0002286228,0.001394303,0.0037627,0.06270692],"study_design_scores_gemma":[0.00001774439,0.0003719729,0.9768386,0.001004677,0.0001502461,0.00284026,0.003055572,0.000490971,0.0003820888,0.002109233,0.01271569,0.00002281937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7963094,0.1426554,0.001786177,0.04835694,0.0009927865,0.0000274847,0.0003379765,0.0000172855,0.009516636],"genre_scores_gemma":[0.9886467,0.007999896,0.0003360087,0.001795694,0.001043217,0.000007360851,0.0000555081,0.000004338841,0.0001113075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007974789,"threshold_uncertainty_score":0.04217523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008665776481008105,"score_gpt":0.2504844055222907,"score_spread":0.2418186290412826,"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."}}