{"id":"W2891166448","doi":"10.2147/idr.s170952","title":"Widespread amphotericin B-resistant strains of &lt;em&gt;Aspergillus fumigatus&lt;/em&gt; in Hamilton, Canada","year":2018,"lang":"en","type":"article","venue":"Infection and Drug Resistance","topic":"Antifungal resistance and susceptibility","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Aspergillus fumigatus; Amphotericin B; Microbiology; Biology; Antifungal","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005792312,0.0003323533,0.0006610374,0.0001937776,0.0001945254,0.00003753911,0.0001107369,0.0001562136,0.0001752308],"category_scores_gemma":[0.0004159186,0.0003052877,0.0001179788,0.0006794914,0.0003938712,0.0001640022,0.00003934066,0.0002751035,0.00000935653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004935955,"about_ca_system_score_gemma":0.0006572839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04690556,"about_ca_topic_score_gemma":0.9631212,"domain_scores_codex":[0.9973456,0.0001341485,0.0007652917,0.0006276565,0.0006165389,0.000510776],"domain_scores_gemma":[0.99833,0.0001458093,0.0002468543,0.0006005184,0.0004083464,0.0002684935],"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":[0.008191721,0.001189036,0.3844771,0.002675282,0.0003130319,0.0004971169,0.00697473,0.00001774002,0.5313126,0.005557563,0.0479985,0.01079555],"study_design_scores_gemma":[0.002099106,0.0002328937,0.9145876,0.0008137324,0.00006684916,0.00001361245,0.0005642001,0.00007919636,0.01855779,0.0002884268,0.06228727,0.0004093102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98676,0.001274564,0.000188272,0.000333888,0.0004227727,0.0004249265,0.00006251418,0.0000641711,0.01046888],"genre_scores_gemma":[0.99234,0.0004409632,0.000230485,0.0004777051,0.0001502046,0.00001762967,0.00001977225,0.0000331468,0.006290051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9162157,"threshold_uncertainty_score":0.9999399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009888434196328346,"score_gpt":0.2461747274210415,"score_spread":0.2362862932247131,"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."}}