{"id":"W2542280653","doi":"10.12688/f1000research.9617.1","title":"Recent advances on Candida albicans biology and virulence","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Candida albicans; Virulence; Antifungal drug; Biology; Antifungal drugs; Antifungal; Human pathogen; Fungal pathogen; Pathogen; Corpus albicans; Drug resistance; Computational biology; Microbiology; Genetics; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007188675,0.0002423769,0.0004922862,0.0001787772,0.0001115547,0.00002727576,0.0002631768,0.0003233803,0.001326298],"category_scores_gemma":[0.0009001392,0.000159158,0.00008405593,0.0001168498,0.000674256,0.00003926549,0.0005355667,0.0009705593,0.0001567585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002229148,"about_ca_system_score_gemma":0.0006004252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009820721,"about_ca_topic_score_gemma":0.0002008526,"domain_scores_codex":[0.9975929,0.0002059225,0.0002825393,0.0008573706,0.0005061482,0.0005551032],"domain_scores_gemma":[0.9980795,0.0004056651,0.00006946826,0.0008300968,0.0002897708,0.000325433],"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":[0.002553788,0.0002476919,0.3114303,0.0009447985,0.0001208538,0.0001253004,0.0001607216,0.000001057614,0.007684936,0.003217075,0.007402249,0.6661112],"study_design_scores_gemma":[0.001360495,0.001345149,0.2604328,0.001733263,0.00005110498,0.00001313958,0.0001446499,0.00005641823,0.003669704,0.02422295,0.7064967,0.0004736532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8349357,0.05317266,0.000503995,0.01908875,0.000734898,0.002204914,0.0005773071,0.0001689904,0.08861277],"genre_scores_gemma":[0.867345,0.1232382,0.000157255,0.0004621719,0.0004169095,0.0001098748,0.00006996169,0.00003722796,0.008163379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6990944,"threshold_uncertainty_score":0.9995866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05595802762589214,"score_gpt":0.4218013141405176,"score_spread":0.3658432865146254,"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."}}