{"id":"W4408059211","doi":"10.26442/20795696.2025.1.203151","title":"Assessment of the lactobacillus profile after treatment of bacterial vaginosis using the combination of nifuratel+nystatin: A multicenter prospective observational controlled study","year":2025,"lang":"en","type":"article","venue":"GYNECOLOGY","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Bacterial vaginosis; Lactobacillus; Lactobacillus crispatus; Internal medicine; Microbiology; Medicine; Gastroenterology; Biology; Bacteria","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":[0.001949424,0.0007983932,0.002084543,0.0005883667,0.0007261242,0.000430803,0.0004093746,0.0009668354,0.0009017483],"category_scores_gemma":[0.002147545,0.0004424392,0.0009245041,0.0005741584,0.0005063625,0.0003747263,0.0003798941,0.0005885002,0.0001880915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003501571,"about_ca_system_score_gemma":0.0004904776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007732652,"about_ca_topic_score_gemma":0.0009193216,"domain_scores_codex":[0.9984121,0.0008327081,0.0001608968,0.0002461614,0.0002270914,0.0001210283],"domain_scores_gemma":[0.9978812,0.0003580748,0.0008636233,0.0001553743,0.0002504733,0.000491111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2254453,0.03646107,0.6689299,0.001545168,0.002724307,0.0008579003,0.0007256266,0.0002671009,0.0208862,0.00004297324,0.0004952283,0.04161923],"study_design_scores_gemma":[0.01925191,0.2992336,0.67495,0.00008981553,0.001309943,0.0009606984,0.0003996723,0.0004953346,0.001883729,0.00002278183,0.001345666,0.00005683409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978811,0.001451833,0.0001328676,0.00001765697,0.00001570554,0.0002722798,0.00009283452,0.000004671283,0.0001310756],"genre_scores_gemma":[0.9974202,0.0007402885,0.0005808782,0.00009861081,0.0001370674,0.0004417668,0.0004217077,0.000002958613,0.0001564842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002084543,"threshold_uncertainty_score":0.0103097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03211482660197647,"score_gpt":0.3478247898240024,"score_spread":0.315709963222026,"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."}}