{"id":"W2156863113","doi":"10.3201/eid1910.131092","title":"Think Fungus—Prevention and Control of Fungal Infections","year":2013,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Medicine; Disease; Epidemiology; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000660941,0.000154357,0.0003125339,0.0002014436,0.0002566189,0.00002723162,0.00002224361,0.00005431184,0.0005240557],"category_scores_gemma":[0.000226827,0.0001335944,0.0001613549,0.0002437762,0.0001199561,0.0001859253,0.00003186507,0.0001265017,0.000042811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003807162,"about_ca_system_score_gemma":0.00004645517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004181171,"about_ca_topic_score_gemma":0.0000344317,"domain_scores_codex":[0.9991508,0.00004967675,0.0002660406,0.0001997548,0.0001399899,0.0001937456],"domain_scores_gemma":[0.99924,0.0001124416,0.00009830191,0.0001806291,0.0002284854,0.0001400853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002149641,0.0006655173,0.988177,0.0001682442,0.0003716041,0.000003631328,0.000210435,0.00005944758,0.002178587,0.0008507647,0.00204922,0.005244069],"study_design_scores_gemma":[0.001999473,0.0009544026,0.9922055,0.0001227701,0.0005690293,0.00009786074,0.0002777471,0.0005933217,0.0001922666,0.001686797,0.001115827,0.0001850177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887339,0.00222772,0.001739924,0.000363005,0.0003432662,0.0005392785,0.00001665054,0.0002368322,0.005799435],"genre_scores_gemma":[0.9986856,0.0002900516,0.00002961129,0.0001529037,0.0001664272,0.00008464007,0.000007707034,0.00001810264,0.0005649388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009951728,"threshold_uncertainty_score":0.5738043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007255103490731332,"score_gpt":0.2600667986578714,"score_spread":0.25281169516714,"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."}}