{"id":"W2126183097","doi":"10.1128/jcm.00502-11","title":"Rapid Identification of Cryptococcus neoformans var. grubii, C. neoformans var. neoformans, and C. gattii by Use of Rapid Biochemical Tests, Differential Media, and DNA Sequencing","year":2011,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hospital for Sick Children; BC Centre for Disease Control; University of Toronto; Toronto Public Health","funders":"","keywords":"Cryptococcus neoformans; Cryptococcus gattii; Biology; Cryptococcosis; Microbiology; Cryptococcus; Agar; Genetics; Bacteria","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":[0.001099225,0.000650699,0.0003643413,0.001884238,0.0002969497,0.0004824768,0.0004054794,0.0004076631,0.000628671],"category_scores_gemma":[0.002525392,0.0002264195,0.0002569346,0.0007554251,0.0003560438,0.0005063147,0.0004448468,0.0002573193,0.000249598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003949237,"about_ca_system_score_gemma":0.0004964643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007081043,"about_ca_topic_score_gemma":0.01355174,"domain_scores_codex":[0.999183,0.0001517626,0.0001139745,0.0001467585,0.0003257889,0.00007868342],"domain_scores_gemma":[0.9988014,0.0003525078,0.0002564112,0.00008276705,0.0003928226,0.0001141506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007890343,0.0003073768,0.3495739,0.0003120818,0.00005347041,0.0007079653,0.0002909611,0.001416022,0.5245411,0.0002555981,0.0004074856,0.121345],"study_design_scores_gemma":[0.00006802132,0.002446828,0.5797287,0.0001611193,0.0001251513,0.007786087,0.0009739103,0.01814678,0.3843159,0.0004900801,0.00568636,0.00007104961],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828343,0.0007379535,0.01321107,0.000135379,0.00002078521,0.0003280131,0.0005389382,0.0001398645,0.00205372],"genre_scores_gemma":[0.923857,0.0007387666,0.07317528,0.000154216,0.0000160519,0.000103325,0.001060636,0.00002256397,0.0008721317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007081043,"threshold_uncertainty_score":0.01407963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0833645888125776,"score_gpt":0.3229101900109183,"score_spread":0.2395456011983406,"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."}}