{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001892435,0.002203966,0.001289663,0.01087626,0.001022726,0.001972842,0.001668013,0.0009803612,0.008251037],"category_scores_gemma":[0.006706255,0.0009195423,0.0009882838,0.01054856,0.0004399696,0.001166756,0.001463516,0.001740609,0.008928156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518837,"about_ca_system_score_gemma":0.003193383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004210718,"about_ca_topic_score_gemma":0.005649848,"domain_scores_codex":[0.9983809,0.0002006142,0.0003268377,0.0003468113,0.0006289749,0.0001159008],"domain_scores_gemma":[0.9924135,0.002509396,0.000930116,0.001377885,0.002171109,0.000597992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002966418,0.001170899,0.01465765,0.009798514,0.0005496959,0.003253893,0.0009443341,0.00697859,0.4012183,0.006357394,0.290049,0.2620554],"study_design_scores_gemma":[0.000535522,0.0008246299,0.03598361,0.0008486707,0.0006436443,0.002773277,0.0003779831,0.01048922,0.2113538,0.004043979,0.7317769,0.000348799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02007367,0.0009362461,0.04207119,0.0004402006,0.00008645719,0.0007680296,0.884723,0.04221962,0.008681546],"genre_scores_gemma":[0.01621134,0.0008052835,0.05056883,0.0002377484,0.00002861323,0.0004780655,0.9269125,0.002845228,0.001912468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01087626,"threshold_uncertainty_score":0.02760249,"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."}}