{"id":"W4321022122","doi":"10.20517/mrr.2022.17","title":"Perspective: microbial interventions in the urinary tract","year":2023,"lang":"en","type":"article","venue":"Microbiome Research Reports","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Intensive care medicine; Urinary system; Medicine; Psychological intervention; Regimen; Antibiotics; Perspective (graphical); Probiotic; Internal medicine; Biology; Microbiology","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":[0.006334549,0.0001448677,0.0002170562,0.001950587,0.000287333,0.00009462328,0.0001918257,0.00008337752,0.0003814663],"category_scores_gemma":[0.0005473412,0.0001117323,0.0002876822,0.00357196,0.0002425978,0.000143527,0.0002421309,0.0008286763,0.00066663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008712774,"about_ca_system_score_gemma":0.0002135034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000502333,"about_ca_topic_score_gemma":0.00004529769,"domain_scores_codex":[0.9973369,0.0003749075,0.0005013401,0.0004905257,0.0006313082,0.0006649796],"domain_scores_gemma":[0.9984246,0.0001832204,0.00007854817,0.0008356386,0.0003893399,0.00008861758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002954474,0.0477795,0.03554425,0.001558594,0.0004398834,0.1899246,0.00719623,0.00003786352,0.1956933,0.001556353,0.5175234,0.002450562],"study_design_scores_gemma":[0.001296068,0.004269586,0.5022661,0.0008600541,0.00009163035,0.05019879,0.008039364,0.00002156786,0.002102716,0.001361776,0.4291489,0.0003434766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9549224,0.0004300253,0.00001636054,0.01247909,0.0002704673,0.001598493,0.000008095842,0.0001933421,0.03008169],"genre_scores_gemma":[0.9845219,0.0001341432,0.00008416035,0.0000762509,0.000142993,0.0002082091,0.00006691094,0.00003065887,0.01473475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4667219,"threshold_uncertainty_score":0.8568403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1645588684506424,"score_gpt":0.4672144014204015,"score_spread":0.3026555329697591,"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."}}