{"id":"W2891166448","doi":"10.2147/idr.s170952","title":"Widespread amphotericin B-resistant strains of <em>Aspergillus fumigatus</em> 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002190724,0.0004583819,0.0002704962,0.001091609,0.003455247,0.0009807308,0.00113206,0.0003761495,0.003847352],"category_scores_gemma":[0.0009067303,0.0004223401,0.0002464826,0.001771942,0.00111729,0.0003606078,0.0007290113,0.0005041072,0.0003568078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02608715,"about_ca_system_score_gemma":0.04665102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.989455,"about_ca_topic_score_gemma":0.996123,"domain_scores_codex":[0.999109,0.00003672152,0.00004911296,0.0001848463,0.0004043696,0.00021598],"domain_scores_gemma":[0.9985844,0.00007300358,0.0002883988,0.00003260137,0.0006363895,0.0003851594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002860557,0.0001396968,0.8922814,0.0007111895,0.0001328684,0.005924512,0.004235473,0.0003863077,0.02159324,0.0008121653,0.009406446,0.06409061],"study_design_scores_gemma":[0.00001784531,0.0001020785,0.9814004,0.0001490105,0.0000484021,0.001993946,0.004064872,0.0003414429,0.002066212,0.00007219145,0.009705684,0.00003803844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748561,0.004761179,0.001104706,0.002223385,0.00005897347,0.0004505909,0.003273348,0.0001106696,0.013161],"genre_scores_gemma":[0.9909043,0.001607429,0.001316291,0.0006369941,0.00001274068,0.00003200946,0.0007520174,0.00001485562,0.00472343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02608715,"threshold_uncertainty_score":0.1892764,"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."}}