{"id":"W2273116906","doi":"10.1093/femsyr/fov057","title":"Review of current methods for characterizing virulence and pathogenicity potential of industrial<i>Saccharomyces cerevisiae</i>strains towards humans","year":2015,"lang":"en","type":"review","venue":"FEMS Yeast Research","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"","keywords":"Virulence; Biology; Saccharomyces cerevisiae; Pathogenicity; Phenotype; Organism; Genotype; Microbiology; Genetics; Biotechnology; Yeast; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005433243,0.0002534452,0.001614406,0.00008746448,0.0001431354,0.00005077913,0.000519746,0.0002079266,0.0003886324],"category_scores_gemma":[0.000652943,0.0001049922,0.0005659352,0.0008237349,0.0002135024,0.00009127583,0.0002214266,0.0004665186,0.000005189087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005119148,"about_ca_system_score_gemma":0.0001642457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005818403,"about_ca_topic_score_gemma":0.000008135892,"domain_scores_codex":[0.9958459,0.001867677,0.0009257062,0.0004824551,0.0005298073,0.0003484655],"domain_scores_gemma":[0.9981787,0.0002926583,0.0005541954,0.0001432566,0.0006492197,0.0001819947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007863398,0.00006259778,0.000003930648,0.01950808,0.00006008148,5.095524e-7,0.00002895309,1.130821e-8,0.003440901,0.00005895365,0.0002007855,0.9766273],"study_design_scores_gemma":[0.0001011985,0.0001922206,0.00006932179,0.02962871,0.0003435838,0.000005599349,0.00008801176,0.000007512476,0.000117602,0.00006469457,0.969182,0.0001995182],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007792782,0.9966655,0.00002132765,0.0001115713,0.0001045712,0.001362307,0.0008607714,0.000009724758,0.00008492073],"genre_scores_gemma":[0.0001898421,0.9986336,0.0002244267,0.00001823768,0.000293843,0.0001174599,0.0004417839,0.000003110434,0.00007771147],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9764278,"threshold_uncertainty_score":0.4281459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4584105585343277,"score_gpt":0.5035327705383478,"score_spread":0.04512221200402011,"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."}}