{"id":"W4388563175","doi":"10.1371/journal.ppat.1011684","title":"Insights and advances in recurrent vulvovaginal candidiasis","year":2023,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Medicine; Incidence (geometry); Disease; Population; Epidemiology; Anxiety; Adverse effect; Vulvovaginal Candidiasis; Internal medicine; Antifungal; Environmental health; Dermatology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002489004,0.0006767932,0.000942492,0.00304653,0.0006222465,0.003300009,0.001096755,0.002317166,0.005681744],"category_scores_gemma":[0.0062328,0.0003111129,0.0008959378,0.002633161,0.001249459,0.0037689,0.001755439,0.003984351,0.001548684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001977855,"about_ca_system_score_gemma":0.003211744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002952294,"about_ca_topic_score_gemma":0.003849831,"domain_scores_codex":[0.9990351,0.0002718322,0.0001002802,0.0002022132,0.0002488696,0.0001416218],"domain_scores_gemma":[0.9961681,0.001961057,0.0003624941,0.0001293367,0.0009074525,0.0004714159],"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":[0.000236632,0.0001908282,0.005583804,0.009591195,0.0001491396,0.001101944,0.001813915,0.0005865356,0.001820372,0.04438458,0.06577774,0.8687633],"study_design_scores_gemma":[0.00002557258,0.0003011338,0.007349165,0.009740436,0.0001893282,0.003532959,0.002434189,0.0007370692,0.001173378,0.02652613,0.947922,0.00006865783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002998601,0.9630008,0.001335839,0.02355784,0.002479085,0.00001451212,0.0002193585,0.00005205195,0.006341828],"genre_scores_gemma":[0.02524962,0.9590736,0.002226201,0.005753732,0.005379751,0.00002375789,0.0003261243,0.00002405932,0.001943111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005681744,"threshold_uncertainty_score":0.01900738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02460878124204189,"score_gpt":0.2928136710188795,"score_spread":0.2682048897768375,"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."}}