{"id":"W3206211830","doi":"10.3390/jof7100860","title":"Genetic Analyses of Amphotericin B Susceptibility in Aspergillus fumigatus","year":2021,"lang":"en","type":"article","venue":"Journal of Fungi","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; McMaster University","keywords":"Aspergillus fumigatus; Amphotericin B; Microbiology; Biology; Aspergillus; Aspergillosis; Fungi imperfecti; Antifungal; Immunology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004916451,0.0001194663,0.0006754401,0.0001553681,0.0000175718,0.000008267297,0.00009437856,0.00009034013,0.0005263508],"category_scores_gemma":[0.0005466139,0.0000927201,0.0003392008,0.0004908443,0.00008822842,0.00007670072,0.00003070465,0.0002978368,0.000005576354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001379119,"about_ca_system_score_gemma":0.0004917761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007204889,"about_ca_topic_score_gemma":0.0002669292,"domain_scores_codex":[0.9981481,0.0001248833,0.0009120108,0.0001756785,0.0004369591,0.0002023856],"domain_scores_gemma":[0.9984788,0.0001289709,0.0003157778,0.000349052,0.0005814394,0.0001460043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004557699,0.000339879,0.5254893,0.0001426669,0.00007652241,0.0006967205,0.0001537068,0.00003404946,0.4669614,0.000009165149,0.0001781903,0.005462659],"study_design_scores_gemma":[0.001037964,0.0003909712,0.9152203,0.0002285723,0.0001349872,0.0002112712,0.0005786014,0.00006171913,0.08172014,0.0001531571,0.0001895306,0.00007282017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881973,0.01004897,0.0002653874,0.0001896566,0.0001464984,0.00006782261,0.000005066548,0.000003666751,0.001075619],"genre_scores_gemma":[0.9952996,0.0009910695,0.003153971,0.0001313166,0.0001177176,3.349068e-7,0.00000168568,0.000009602734,0.0002946741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.389731,"threshold_uncertainty_score":0.5763172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04372095663953922,"score_gpt":0.3494784816919233,"score_spread":0.3057575250523841,"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."}}