{"id":"W2487228218","doi":"10.1371/journal.pone.0158723","title":"Time-to-Detection of Inducible Macrolide Resistance in Mycobacterium abscessus Subspecies and Its Association with the Erm(41) Sequevar","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Mycobacterium abscessus; Biology; Microbiology; Clarithromycin; Genotype; Gene; Genetics; Mycobacterium; Bacteria; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004093101,0.00009659948,0.0002493389,0.0001271424,0.0000420446,0.00001836331,0.00006680683,0.00007333775,0.0001974366],"category_scores_gemma":[0.0006614429,0.00005508727,0.00001895976,0.0003051588,0.00003724918,0.0001261789,0.00003763642,0.0001239359,0.00009702762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001910103,"about_ca_system_score_gemma":0.00005718153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003742618,"about_ca_topic_score_gemma":0.0003201108,"domain_scores_codex":[0.9988104,0.00008007343,0.0001689086,0.0002038449,0.000480639,0.0002561861],"domain_scores_gemma":[0.9990485,0.0002871003,0.0001038546,0.0002029463,0.0002504813,0.0001071404],"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":[0.0009806808,0.0002551389,0.04841285,0.0001855169,0.0001158982,0.000008446719,0.0004557126,8.715124e-8,0.9491398,0.00001051719,0.0002563361,0.0001790651],"study_design_scores_gemma":[0.001007372,0.0003300488,0.3981947,0.0006564659,0.00007553485,0.00000102544,0.0000566172,0.000004226842,0.5992118,0.00001660004,0.0003698788,0.00007580437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913522,0.0002172408,0.000002966801,0.006348094,0.00000892427,0.0004613351,0.00005084523,0.00002431309,0.001534064],"genre_scores_gemma":[0.9937025,0.0003141041,0.00007000405,0.0001168026,0.00009971441,0.00006011186,0.000004542166,0.00001572474,0.005616452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349928,"threshold_uncertainty_score":0.2246394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02532018933352042,"score_gpt":0.2349894511823778,"score_spread":0.2096692618488573,"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."}}