{"id":"W4391351742","doi":"10.5489/cuaj.8716","title":"MV140 sublingual vaccine proves promising in fighting recurrent urinary tract infections in women","year":2024,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Urinary system; Medicine; Immunology; Internal medicine","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":[0.001586078,0.0001605347,0.0002690341,0.001318065,0.0001722449,0.0001989947,0.00007581665,0.000191538,0.0005897097],"category_scores_gemma":[0.001105635,0.0001439543,0.00009523286,0.0009840183,0.00001017251,0.0003119582,0.00002038103,0.001469895,0.00003893626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006149062,"about_ca_system_score_gemma":0.0007040856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006612868,"about_ca_topic_score_gemma":0.001055059,"domain_scores_codex":[0.9980742,0.0001926222,0.0005548357,0.0002691371,0.0002536967,0.0006555581],"domain_scores_gemma":[0.9990556,0.0002187601,0.0001297911,0.00009082045,0.00009016253,0.0004148403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037348,0.003097438,0.9665717,0.00006076431,0.0001213759,0.002983452,0.001611053,0.0003927423,0.00003724462,0.0001272942,0.004151979,0.02074126],"study_design_scores_gemma":[0.001026654,0.00297496,0.8600592,0.0001946376,0.00003544792,0.001415128,0.0002242597,0.001327045,0.000003240599,0.0004702877,0.1320973,0.0001717878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730355,0.0005804452,0.00001679371,0.02252566,0.0006549998,0.0003787125,0.000009324952,0.00007293619,0.002725633],"genre_scores_gemma":[0.9980041,0.0001262597,0.00006740394,0.0006771631,0.0005925727,0.00005587827,0.0000128102,0.00001803742,0.0004457616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279454,"threshold_uncertainty_score":0.9976662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407306377847697,"score_gpt":0.2673492503926237,"score_spread":0.2532761866141468,"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."}}