{"id":"W4200320070","doi":"10.1093/femsyr/foab060","title":"A data library of <i>Candida albicans</i> functional genomic screens","year":2021,"lang":"en","type":"article","venue":"FEMS Yeast Research","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Universities Space Research Association; Canadian Geriatrics Society","keywords":"Biology; Candida albicans; Computational biology; Microbiology","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":[0.0007005634,0.00008508241,0.0002415613,0.0001044616,0.00009941876,0.00002923721,0.0002747251,0.00007888347,0.004864135],"category_scores_gemma":[0.0003972215,0.0000747624,0.00006987124,0.0005562878,0.0003016832,0.0001771493,0.0005847462,0.0004618144,0.0002052735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004064839,"about_ca_system_score_gemma":0.001566259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000989568,"about_ca_topic_score_gemma":0.0001462132,"domain_scores_codex":[0.9980041,0.0001126031,0.0002391771,0.0004668466,0.0008153014,0.0003620139],"domain_scores_gemma":[0.9980652,0.0001594898,0.0000291895,0.00125948,0.0002810641,0.0002055183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001697595,0.0006852978,0.4551959,0.0004261056,0.0001799924,0.0004201782,0.0001039565,0.0000018577,0.2886157,0.002127821,0.2401666,0.01037892],"study_design_scores_gemma":[0.0009997534,0.0001404367,0.8187318,0.0001541311,0.00002687324,0.00005533268,0.00061926,0.000238815,0.009251456,0.0004010742,0.1692726,0.0001083722],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9185713,0.002075287,0.000190412,0.002831511,0.00009379643,0.0002774241,0.000826838,0.00003801469,0.07509544],"genre_scores_gemma":[0.9654252,0.0002318729,0.0005996514,0.000181242,0.0003368264,0.000006469523,0.0009790421,0.00002278165,0.0322169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3635359,"threshold_uncertainty_score":0.9960455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1540902873830829,"score_gpt":0.375619188550732,"score_spread":0.221528901167649,"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."}}