{"id":"W4214594145","doi":"10.1513/annalsats.202108-965oc","title":"<i>Staphylococcus aureus</i> in Non–Cystic Fibrosis Bronchiectasis: Prevalence and Genomic Basis of High Inoculum β-Lactam Resistance","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sputum; Ceftazidime; Multilocus sequence typing; Cefepime; Meropenem; Antibiotics; Drug resistance; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003346009,0.0001467051,0.0001601744,0.0009398184,0.0003267537,0.0005266347,0.0002977784,0.0003549869,0.001530552],"category_scores_gemma":[0.001209039,0.0001463005,0.0001744443,0.0008245419,0.0004084453,0.0002964423,0.0003014176,0.0002658047,0.0002173626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002521192,"about_ca_system_score_gemma":0.0002447848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006538494,"about_ca_topic_score_gemma":0.006312163,"domain_scores_codex":[0.9996741,0.00005491821,0.00004479755,0.0001202699,0.00005004959,0.00005587558],"domain_scores_gemma":[0.998812,0.0001671803,0.0006762693,0.00005961283,0.0001396574,0.000145352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000365672,0.000007538883,0.9978521,0.000006919908,0.000008761443,0.0001255711,0.00004456435,0.00001335464,0.001226816,0.00001581589,0.00004280916,0.0006191772],"study_design_scores_gemma":[7.836699e-7,0.00001815516,0.9991055,0.000004685444,0.000005521544,0.0004826207,0.0001225485,0.00006055992,0.000130476,0.00001388885,0.0000541552,0.000001013318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991861,0.0001809233,0.00007207986,0.00004530107,0.00000231716,0.000004975261,0.0002190116,0.000002398491,0.0002869397],"genre_scores_gemma":[0.9996504,0.00007423726,0.00006875706,0.00001557155,0.000005185243,0.000002130586,0.0001455663,0.000001207741,0.00003676473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006538494,"threshold_uncertainty_score":0.01300085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02595929072302706,"score_gpt":0.343054469161651,"score_spread":0.3170951784386239,"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."}}