{"id":"W2094285560","doi":"10.1371/journal.ppat.0030092","title":"Genome-Wide Fitness Test and Mechanism-of-Action Studies of Inhibitory Compounds in Candida albicans","year":2007,"lang":"en","type":"article","venue":"PLoS Pathogens","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute for Research in Immunology and Cancer; Concordia University; Université de Montréal; Merck Canada Inc. (Canada)","funders":"Genome Canada","keywords":"Candida albicans; Biology; Genetic screen; Antifungal drug; Corpus albicans; Genetics; Population; Mechanism of action; Haploinsufficiency; Computational biology; Gene; Mutant; Phenotype","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":[],"consensus_categories":[],"category_scores_codex":[0.000419952,0.0001098524,0.0004147044,0.0001239109,0.00003726912,0.00000187607,0.0000346514,0.00007068504,0.00001546263],"category_scores_gemma":[0.0004499039,0.00009627793,0.00004879628,0.0001931229,0.0001820864,0.00004118211,0.00003107071,0.0001151833,0.000001215215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009721999,"about_ca_system_score_gemma":0.00006593167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005361367,"about_ca_topic_score_gemma":0.001210254,"domain_scores_codex":[0.998993,0.0000259949,0.000378087,0.0002006395,0.0002174447,0.0001848331],"domain_scores_gemma":[0.9991164,0.0003464854,0.0001124399,0.0001886363,0.0001659222,0.00007007558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001039334,0.0001874481,0.505914,0.0003306533,0.00003097528,0.00002874429,0.0008032296,3.531207e-7,0.4923675,0.00004096989,0.000005269831,0.0001868457],"study_design_scores_gemma":[0.0006163139,0.0003157561,0.8625847,0.0002108262,0.00008250266,0.000004728892,0.004425464,0.00001789815,0.131408,0.0001996128,0.00004365556,0.00009055712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979148,0.0009252942,0.0001357116,0.0000565276,0.00005478647,0.0002404918,0.00003183253,0.00001389751,0.0006266959],"genre_scores_gemma":[0.9990767,0.0003621414,0.0003132124,0.00004487547,0.00004493162,0.000004882833,0.000008625925,0.00001145048,0.0001332236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3609596,"threshold_uncertainty_score":0.39261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373098964700297,"score_gpt":0.3128685775601802,"score_spread":0.2591375879131773,"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."}}