{"id":"W4321497452","doi":"10.3390/pathogens12030359","title":"An Effective Sublingual Vaccine, MV140, Safely Reduces Risk of Recurrent Urinary Tract Infection in Women","year":2023,"lang":"en","type":"article","venue":"Pathogens","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Observational study; Urinary system; Dosing; Antibiotics; Quality of life (healthcare); Intensive care medicine; Randomized controlled trial; Antibiotic resistance; Placebo; Internal medicine; Alternative medicine; Pathology","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":[0.001127023,0.0002055725,0.0003708165,0.001007406,0.00008462189,0.00001339668,0.00007663505,0.0001007206,0.00009950502],"category_scores_gemma":[0.0002564686,0.0001998552,0.0001175019,0.001419395,0.00002753064,0.0001993923,0.00004206543,0.000353021,0.00008656106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003381142,"about_ca_system_score_gemma":0.00005449788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200517,"about_ca_topic_score_gemma":0.00003109432,"domain_scores_codex":[0.9982337,0.0002905972,0.0004213497,0.0004025866,0.0002605716,0.0003912278],"domain_scores_gemma":[0.9989841,0.0001671011,0.0001993541,0.0003988238,0.0001044811,0.0001461424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00159477,0.01718353,0.7989445,0.000402221,0.0002894679,0.0006836593,0.006431137,0.001056625,0.01975464,0.00005076326,0.0003455406,0.1532632],"study_design_scores_gemma":[0.001390229,0.01164268,0.9815815,0.0001085149,0.0001301106,0.00008726991,0.00054581,0.0006150911,0.002391322,0.0001645371,0.001167759,0.0001751742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966181,0.00008479961,0.00004376291,0.00008768342,0.0004926461,0.0009523147,0.00004457023,0.0002577769,0.001418326],"genre_scores_gemma":[0.9984961,0.0005798456,0.0001227921,0.00001901615,0.0002957993,0.0002821316,0.00006987327,0.00003690945,0.00009756243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.182637,"threshold_uncertainty_score":0.8149859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0156022590101105,"score_gpt":0.3078347161791649,"score_spread":0.2922324571690544,"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."}}