{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005349414,0.0006008589,0.0005489475,0.001317097,0.0003605362,0.0006875336,0.0003954428,0.0005825649,0.001634687],"category_scores_gemma":[0.001109815,0.0001753806,0.0008449012,0.001413138,0.0002771034,0.0004203033,0.0006520924,0.0004093323,0.0004288547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002694262,"about_ca_system_score_gemma":0.000361426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003031576,"about_ca_topic_score_gemma":0.003898617,"domain_scores_codex":[0.9987543,0.0001613594,0.0002214515,0.0002178959,0.0004830274,0.0001619454],"domain_scores_gemma":[0.9988703,0.0001603627,0.0002822901,0.00005538319,0.0004918703,0.0001397457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007767637,0.000642693,0.1132864,0.0004562249,0.0001234742,0.0008989458,0.0005725626,0.0002611729,0.860103,0.0001488911,0.0003450727,0.02238478],"study_design_scores_gemma":[0.00004382687,0.005432724,0.3033621,0.0001431334,0.0003434378,0.004100628,0.001497892,0.0006751913,0.6729919,0.0001707774,0.01116379,0.00007467264],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900648,0.001611356,0.001702233,0.000267683,0.00005782766,0.0002212094,0.002330687,0.00004655197,0.003697686],"genre_scores_gemma":[0.9861522,0.001603545,0.005860621,0.0002151049,0.00002216096,0.0001269573,0.003163715,0.00001653599,0.002839074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003031576,"threshold_uncertainty_score":0.006027877,"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."}}