{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002279108,0.0006700975,0.0007179281,0.0008981767,0.0005868149,0.002421977,0.0007490481,0.003425339,0.01317998],"category_scores_gemma":[0.004423479,0.0001083985,0.0005546922,0.0006024785,0.001464648,0.002471978,0.001624647,0.004722823,0.00290792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008057706,"about_ca_system_score_gemma":0.003308208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007714707,"about_ca_topic_score_gemma":0.001740846,"domain_scores_codex":[0.9987612,0.0006141934,0.00006690047,0.000167098,0.000286485,0.0001042023],"domain_scores_gemma":[0.9961486,0.001961488,0.0002655223,0.000133321,0.0009853446,0.0005057132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003859147,0.0002375411,0.001504524,0.01014996,0.0002159738,0.0007659983,0.0007340453,0.000363411,0.002814205,0.08387975,0.3696148,0.5293339],"study_design_scores_gemma":[0.00004222835,0.0002905701,0.001490172,0.005114606,0.0001076917,0.001158566,0.0009837942,0.0001474274,0.0005278023,0.03066951,0.9594384,0.00002924866],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.001105611,0.6626061,0.001906795,0.2925375,0.02741526,0.00002369354,0.0001501441,0.00005996013,0.01419502],"genre_scores_gemma":[0.02173875,0.8226669,0.003395658,0.09694623,0.04676116,0.00006280893,0.0001346475,0.00003064238,0.008263243],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01317998,"threshold_uncertainty_score":0.04409146,"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."}}