{"id":"W4384932111","doi":"10.1101/2023.07.19.549743","title":"<b>Migration and standing variation in vaginal and rectal yeast populations in recurrent vulvovaginal candidiasis</b>","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"University of Manitoba; Universities Space Research Association; Manitoba Medical Service Foundation; Natural Sciences and Engineering Research Council of Canada; Canadian Institute for Advanced Research","keywords":"Genotype; Vulvovaginal Candidiasis; Yeast; Phenotype; Biology; Microbiology; Candida albicans; Genetics; Gene","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":[0.0002375263,0.0001471349,0.000191933,0.0009375387,0.0003282721,0.0003865027,0.000180383,0.0002933046,0.001490423],"category_scores_gemma":[0.0007057042,0.00009054231,0.0002002623,0.0009470779,0.0002718548,0.0002084492,0.0003111618,0.0003094925,0.0002229051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001737745,"about_ca_system_score_gemma":0.00008016258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003353916,"about_ca_topic_score_gemma":0.004937329,"domain_scores_codex":[0.9998106,0.00003074015,0.00001829606,0.00006724071,0.00002724894,0.00004581431],"domain_scores_gemma":[0.9996241,0.00006834288,0.0001589586,0.00002643919,0.00005874962,0.00006334043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004733374,0.00005412458,0.9041647,0.00006672285,0.0001212674,0.0004402524,0.001182983,0.0003179266,0.0747703,0.0001310581,0.0004592799,0.01781811],"study_design_scores_gemma":[0.000002242715,0.00005467029,0.997628,0.000007672628,0.00001037792,0.0003927258,0.0003137256,0.000320348,0.0009300124,0.00005230106,0.0002821572,0.000005672839],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998985,0.0002244612,0.0002691734,0.00002393305,0.000003326813,0.000003539429,0.0002451291,0.000005933825,0.0002395428],"genre_scores_gemma":[0.9989741,0.00006542602,0.0003850425,0.00002660227,0.000004076021,0.000005538738,0.0003724135,0.000005607218,0.0001612764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003353916,"threshold_uncertainty_score":0.006668806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04453196015835662,"score_gpt":0.29192572098047,"score_spread":0.2473937608221134,"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."}}