{"id":"W2002233958","doi":"10.1371/journal.pone.0105076","title":"Galleria mellonella Model Identifies Highly Virulent Strains among All Major Molecular Types of Cryptococcus gattii","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Departamento Administrativo de Ciencia, Tecnología e Innovación (COLCIENCIAS)","keywords":"Virulence; Galleria mellonella; Cryptococcus gattii; Biology; Microbiology; Outbreak; Cryptococcosis; Strain (injury); Cryptococcus neoformans; Virology; Genetics; Gene","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":[0.000154658,0.0001572152,0.0004333712,0.0001021485,0.00006303869,0.00001629547,0.00007376327,0.0000786844,0.0001298427],"category_scores_gemma":[0.00011886,0.0001360071,0.0001096373,0.0000981558,0.000130135,0.00005379894,0.00006267676,0.0001343371,0.00007219454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773506,"about_ca_system_score_gemma":0.0000219643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007938436,"about_ca_topic_score_gemma":0.00005552575,"domain_scores_codex":[0.9989184,0.00003655083,0.0002910051,0.0002256646,0.0003162,0.0002122432],"domain_scores_gemma":[0.9992552,0.00003657983,0.00009085556,0.0003234974,0.0001990435,0.00009487173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005740039,0.001551525,0.00441926,0.0004416941,0.00137189,0.000009805834,0.0005473912,0.0004336078,0.9882923,0.001994257,0.0008072333,0.00007359016],"study_design_scores_gemma":[0.002413528,0.00102665,0.04004404,0.0008694386,0.002069586,0.000003577123,0.0002120531,0.0315206,0.9176341,0.003508181,0.0001908846,0.0005073278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872363,0.0003567126,0.0007552706,0.0003164438,0.00005325602,0.0003856787,0.00001519552,0.00006972966,0.01081141],"genre_scores_gemma":[0.9957818,0.0001565983,0.001960444,0.0001422423,0.00007140869,0.00005299371,0.00001283882,0.00002712386,0.001794575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07065821,"threshold_uncertainty_score":0.5546209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03977814298093525,"score_gpt":0.2537752598425105,"score_spread":0.2139971168615752,"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."}}