{"id":"W3091758525","doi":"10.1007/s11046-020-00491-4","title":"Cryptococcus Neoformans Meningitis Cases Among China’s HIV-Infected Population may have been Severely Under-Reported","year":2020,"lang":"en","type":"article","venue":"Mycopathologia","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"National Natural Science Foundation of China","keywords":"Medical microbiology; Epidemiology; Cryptococcosis; Meningitis; Cryptococcus neoformans; Cryptococcal meningitis; Medicine; Population; Human immunodeficiency virus (HIV); China; Immunology; Cryptococcus; Virology; Pediatrics; Biology; Viral disease; Environmental health; Internal medicine; Microbiology; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001518567,0.0002692769,0.0004731049,0.0001148328,0.0003143322,0.00004337795,0.00006288086,0.0001682274,0.0003176018],"category_scores_gemma":[0.0005001372,0.0002258416,0.0001531541,0.0003233929,0.00009890625,0.0001664151,0.0001023663,0.0003514553,0.0001181507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001118509,"about_ca_system_score_gemma":0.00003983835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008813626,"about_ca_topic_score_gemma":0.0001269604,"domain_scores_codex":[0.9984693,0.00006955826,0.0004571342,0.0004068778,0.0002255409,0.0003715681],"domain_scores_gemma":[0.9991865,0.00006367028,0.0001888776,0.0002577835,0.0001213768,0.0001817467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335617,0.00008833958,0.9884149,0.00006368879,0.00009048239,0.00145209,0.0006931839,0.0002165242,0.002118455,0.0001423176,0.005881382,0.000705021],"study_design_scores_gemma":[0.0008765804,0.000725663,0.9945462,0.00006322129,0.0002095987,0.000765643,0.0002618863,0.0008678755,0.0006936663,0.000067102,0.0006765427,0.0002460743],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872879,0.00009983444,0.001027608,0.001588247,0.0002012957,0.0006362756,0.00005183406,0.0005240173,0.008582977],"genre_scores_gemma":[0.9973056,0.00003223512,0.0006252783,0.0004784813,0.0002207151,0.00006692587,0.0003095247,0.00003411804,0.0009271059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100177,"threshold_uncertainty_score":0.9209555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04063810224505317,"score_gpt":0.2876824613874181,"score_spread":0.2470443591423649,"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."}}