{"id":"W4387906194","doi":"10.5489/cuaj.8455","title":"MV140 sublingual vaccine reduces recurrent urinary tract infection in women","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University","funders":"","keywords":"Medicine; Vaccination; Adverse effect; Urinary system; Internal medicine; Surgery; Pediatrics; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001635574,0.0001530092,0.0002718203,0.001206233,0.000244499,0.00008512913,0.00008282581,0.0002154847,0.0008660043],"category_scores_gemma":[0.001065054,0.0001410107,0.0001090814,0.001228362,0.00001142161,0.0002084467,0.00002309859,0.0009457348,0.0003013131],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003980956,"about_ca_system_score_gemma":0.00039057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000889589,"about_ca_topic_score_gemma":0.000434448,"domain_scores_codex":[0.9980431,0.0002032075,0.0004607765,0.0002319296,0.0003451215,0.0007158166],"domain_scores_gemma":[0.9987652,0.0001318115,0.000225373,0.0001087543,0.0001575564,0.0006113502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001457922,0.00110346,0.9675192,0.00001074401,0.00009379257,0.001020881,0.0003561587,0.0002780381,0.00002902375,0.00004505198,0.02053814,0.00885973],"study_design_scores_gemma":[0.0009901416,0.002384954,0.8844798,0.00002059214,0.00002834421,0.0005240362,0.00009960675,0.0001766599,0.000005791847,0.0004649797,0.1107048,0.0001202052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684432,0.00006600277,0.000005002735,0.02777488,0.0008627497,0.0002365387,0.000007041878,0.0001122988,0.002492246],"genre_scores_gemma":[0.9962711,0.0004716609,0.00002394502,0.001231072,0.0007842843,0.00004065785,0.00003123555,0.00001590363,0.001130113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0901667,"threshold_uncertainty_score":0.9998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092289226686173,"score_gpt":0.2755255927223563,"score_spread":0.2546027004554945,"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."}}