{"id":"W2066460368","doi":"10.4161/viru.2.4.17044","title":"New surprises from within the black box of fungal melanization","year":2011,"lang":"en","type":"letter","venue":"Virulence","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Melanin; Cryptococcus neoformans; Fungus; Appressorium; Cryptococcosis; Meningoencephalitis; Virulence; Pathogenesis; Disease; Microbiology; Pathogenic fungus; Immunology; Genetics; Gene; Botany; Pathology; 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":[0.00009087576,0.0001862702,0.000352139,0.00006415292,0.00007442026,0.00001276706,0.0001447012,0.0002706062,0.0004136409],"category_scores_gemma":[0.0001546292,0.000114393,0.0000988066,0.0001773113,0.0001580194,0.00004509982,0.0000614607,0.0007030996,0.0001573959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000257259,"about_ca_system_score_gemma":0.0001256238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003213271,"about_ca_topic_score_gemma":0.00007789411,"domain_scores_codex":[0.9990318,0.00005085172,0.0002867165,0.0002382981,0.0002596571,0.0001326163],"domain_scores_gemma":[0.9990108,0.0001575847,0.000216411,0.0004347761,0.0001489313,0.00003151638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000268055,0.00001870702,0.008230503,0.00008354881,0.0001747506,0.00003621078,0.000812314,0.000002940539,0.0003856317,0.00009854274,0.9898626,0.0002674848],"study_design_scores_gemma":[0.001371645,0.001021591,0.081053,0.002094458,0.002058544,0.00007019945,0.0005175617,0.0001160563,0.02093761,0.00375879,0.8860811,0.0009194381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1274822,0.01677604,0.01196977,0.7263384,0.008964878,0.003238792,0.0009593184,0.0006167699,0.1036538],"genre_scores_gemma":[0.317037,0.003259932,0.005758373,0.5994481,0.01789842,0.00006196539,0.000562827,0.0002477535,0.05572567],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1895547,"threshold_uncertainty_score":0.4857526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03074776393198081,"score_gpt":0.248594803604532,"score_spread":0.2178470396725511,"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."}}