{"id":"W4380422042","doi":"10.1128/spectrum.05076-22","title":"Antimicrobial Susceptibility Testing for Three <i>Malassezia</i> Species","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Nail Diseases and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Canada Research Chairs; Canadian Institute for Advanced Research","keywords":"Malassezia; Biology; Antimicrobial; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001399683,0.000214588,0.0003782066,0.000121786,0.0001750216,0.00001761469,0.0001064152,0.0001318859,0.000152903],"category_scores_gemma":[0.0001492805,0.0001795647,0.0002141689,0.0003713696,0.0001810099,0.00003502138,0.00008596697,0.0001166621,0.0005001619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000951882,"about_ca_system_score_gemma":0.0001072024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005067767,"about_ca_topic_score_gemma":0.000291117,"domain_scores_codex":[0.9985928,0.00002115441,0.000255073,0.0004889152,0.00003757994,0.0006044764],"domain_scores_gemma":[0.9992358,0.0001756366,0.00007155121,0.0003512848,0.00006117696,0.0001045265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002337795,0.0001938673,0.4763116,0.00008058242,0.0001264025,0.00007460869,0.00001649649,0.000002681809,0.5038463,0.0001718265,0.01833428,0.0006075631],"study_design_scores_gemma":[0.006590968,0.001548049,0.900854,0.0001140704,0.0004419156,0.0004218336,0.0000635721,0.0001587708,0.06564125,0.001889916,0.02178257,0.000493118],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931265,0.00009884562,0.0001157284,0.003049083,0.0004299197,0.0008914161,0.0004503596,0.0003783373,0.00145985],"genre_scores_gemma":[0.9948623,0.000009799899,0.0008854357,0.0004551399,0.0003474243,0.00003634635,0.0007383183,0.00003611332,0.002629179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4382051,"threshold_uncertainty_score":0.7322435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038293597483992,"score_gpt":0.2788977997086312,"score_spread":0.2406042022246392,"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."}}