{"id":"W3205306282","doi":"10.21203/rs.3.rs-976834/v1","title":"Genotyping and Drug Resistance Profile of Clinical Isolates of Candida Albicans From Vulvovaginal Candidiasis in The Eastern China","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Vulvovaginal Candidiasis; Genotyping; Candida albicans; Microbiology; Drug resistance; Fluconazole; Biology; Medicine; Genotype; Antifungal; Gene; Genetics","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":[0.00043074,0.000227308,0.0002971797,0.001258181,0.000462754,0.0003557479,0.0002127851,0.0002728298,0.0004459626],"category_scores_gemma":[0.0005415014,0.0001691877,0.0002136527,0.001065257,0.0002445653,0.000111411,0.0001976839,0.0001293809,0.00007269888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003580323,"about_ca_system_score_gemma":0.0003567583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01172074,"about_ca_topic_score_gemma":0.01387628,"domain_scores_codex":[0.9996159,0.00007124676,0.00005721127,0.00007685237,0.0001173946,0.00006137229],"domain_scores_gemma":[0.9997281,0.00004145763,0.00007254064,0.00002420288,0.00007260721,0.00006103503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009605622,0.00003297776,0.9787497,0.00002621105,0.00004365099,0.0003968696,0.0002820499,0.0001081732,0.0146175,0.00002009033,0.00006101247,0.005565733],"study_design_scores_gemma":[0.000005084263,0.00005262799,0.9982546,0.000003305199,0.00001494032,0.0004420186,0.0001442339,0.000192345,0.0007173199,0.000006374352,0.0001641764,0.000002971232],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997115,0.0001027773,0.0000481365,0.000005590829,0.000001138517,0.000005419686,0.00005333492,6.916679e-7,0.00007140112],"genre_scores_gemma":[0.9995665,0.00004956799,0.0001120471,0.00001138845,0.000002228844,0.000004557678,0.0001442408,6.176653e-7,0.0001088462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172074,"threshold_uncertainty_score":0.02330506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07949422569293824,"score_gpt":0.4329416771677809,"score_spread":0.3534474514748427,"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."}}