{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001785825,0.0006001833,0.001008983,0.0006809232,0.001318868,0.003505602,0.0009856288,0.004193912,0.004644936],"category_scores_gemma":[0.004196706,0.0004152135,0.0006075965,0.0004118764,0.003808679,0.006650613,0.002029387,0.008395167,0.001641445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007361668,"about_ca_system_score_gemma":0.000787401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003294491,"about_ca_topic_score_gemma":0.000638139,"domain_scores_codex":[0.998968,0.000205944,0.00006012341,0.0002018962,0.0003794289,0.0001846132],"domain_scores_gemma":[0.9973668,0.001110793,0.0002162523,0.0002674753,0.0005368363,0.0005018053],"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":[0.0007793633,0.000126765,0.004803208,0.001529374,0.000176323,0.002745544,0.002160691,0.0006565247,0.0282528,0.06154267,0.6376552,0.2595716],"study_design_scores_gemma":[0.00003560537,0.0001377695,0.003192265,0.0003339022,0.00003753893,0.001811326,0.0016325,0.0004684151,0.004357324,0.03975027,0.9481817,0.00006137101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.02670285,0.4017395,0.008205687,0.4388394,0.1038153,0.00003646783,0.0004543728,0.0006932708,0.01951313],"genre_scores_gemma":[0.2802154,0.2713563,0.005663009,0.2495495,0.1567698,0.00007855612,0.0004873583,0.0004683851,0.03541172],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.004644936,"threshold_uncertainty_score":0.01553881,"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."}}