{"id":"W4250822839","doi":"10.21203/rs.2.21273/v2","title":"Clinical and microbiological characteristics of Cryptococcus gattii isolated from 7 hospitals in China","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cryptococcus gattii; Multilocus sequence typing; Cryptococcus neoformans; Microbiology; Cryptococcus; Genotype; Biology; Typing; Cryptococcosis; Genotyping; Genetics; Gene","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002924055,0.0004564718,0.0003841709,0.001217189,0.0009919008,0.0003869167,0.0002381617,0.0004900554,0.0007639246],"category_scores_gemma":[0.000645585,0.0003271099,0.0002322932,0.001091472,0.0005152223,0.0002603222,0.0004620388,0.0002310663,0.0001193463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008865057,"about_ca_system_score_gemma":0.001116426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.015903,"about_ca_topic_score_gemma":0.01393206,"domain_scores_codex":[0.9995759,0.00003642168,0.00005972475,0.000109868,0.00008282349,0.0001352731],"domain_scores_gemma":[0.999435,0.000074189,0.0001328115,0.00002585994,0.00009556348,0.0002364896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001272236,0.00006700933,0.9869915,0.00004053831,0.00001767557,0.003993362,0.0007238064,0.00006168557,0.004879061,0.00001571942,0.0001173593,0.002965258],"study_design_scores_gemma":[0.00001166765,0.0002552093,0.9933415,0.00001257138,0.00002126997,0.003681901,0.001175534,0.0001851127,0.0008993664,0.000016597,0.0003890652,0.0000102414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996496,0.0000868397,0.00003466928,0.00001910078,0.000002422078,0.00001257783,0.0000592536,0.000001507737,0.0001341163],"genre_scores_gemma":[0.9994338,0.00009039521,0.00009250781,0.00004071029,0.000006735991,0.000009690534,0.0001568591,0.000001001105,0.0001682144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.015903,"threshold_uncertainty_score":0.03162086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09104216833490676,"score_gpt":0.4360453739837912,"score_spread":0.3450032056488845,"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."}}