{"id":"W4244426498","doi":"10.21203/rs.2.21273/v3","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; Genotype; Cryptococcosis; Biology; Cryptococcus neoformans; Cryptococcus; Typing; Microbiology; Outbreak; Multilocus sequence typing; Virology; 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":[0.0002512924,0.0004378475,0.0003597866,0.001128263,0.0009777597,0.0003974097,0.0002244697,0.0004385601,0.0008868369],"category_scores_gemma":[0.0005583897,0.0002831295,0.0002610783,0.001126688,0.0005108417,0.0002521959,0.0004350552,0.0002300763,0.0001155153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000982628,"about_ca_system_score_gemma":0.001143282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02568625,"about_ca_topic_score_gemma":0.02001683,"domain_scores_codex":[0.9996362,0.00002497958,0.00005130294,0.00009520226,0.0000738208,0.0001185174],"domain_scores_gemma":[0.9995348,0.00005062454,0.000114011,0.00001806002,0.00008669197,0.0001956953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001471942,0.00005928562,0.9861599,0.0000475692,0.00001838283,0.003450071,0.0008031786,0.00006493368,0.006098917,0.00001917246,0.0001335732,0.002997886],"study_design_scores_gemma":[0.000008786014,0.000207298,0.994796,0.00001024971,0.00001742437,0.002406813,0.001138923,0.0001799375,0.0008753022,0.00001439612,0.0003357895,0.000009013474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999613,0.00006770655,0.00003571224,0.00001938248,0.000002557013,0.00001423152,0.00009115329,0.000001694921,0.0001546666],"genre_scores_gemma":[0.9993533,0.00008181529,0.00009288755,0.00003950067,0.000005508055,0.000009837643,0.000205148,0.000001089273,0.0002108325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02568625,"threshold_uncertainty_score":0.05107343,"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."}}