{"id":"W3186343891","doi":"10.1038/s41564-021-00945-5","title":"Emergence of persistent tubercle bacilli","year":2021,"lang":"en","type":"letter","venue":"Nature Microbiology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre; Institut National de la Recherche Scientifique","funders":"","keywords":"Tubercle; Bacilli; Mycobacterium tuberculosis; Virulence; Microbiology; Biology; Tuberculosis; Mycobacterium; Persistence (discontinuity); Bacteria; Genetics; Gene; Medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0003327949,0.0003620798,0.001418317,0.0002662168,0.00004633189,0.000003868301,0.0003336026,0.005315168,0.004892814],"category_scores_gemma":[0.001194434,0.0002890472,0.001107237,0.000273006,0.0003860185,0.00001703046,0.0002069704,0.007102902,0.0001562644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006572955,"about_ca_system_score_gemma":0.0003286736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006678441,"about_ca_topic_score_gemma":0.00001981906,"domain_scores_codex":[0.9972171,0.0004800622,0.0005717733,0.0007752453,0.0001377856,0.0008180947],"domain_scores_gemma":[0.9980249,0.0004202992,0.000181617,0.0007688053,0.0004927794,0.0001115726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005886868,0.00004914043,0.0005322488,0.0004477784,0.0008520922,0.0005761049,0.0000268948,0.000001001236,0.09549517,0.0000102398,0.9015054,0.0004450773],"study_design_scores_gemma":[0.0003689199,0.0004282391,0.0002542639,0.000203466,0.0002635038,0.001836698,0.00004774661,0.000006749431,0.00397535,0.00001001223,0.9923757,0.000229395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0105193,0.04068478,0.000005323287,0.9416512,0.001507412,0.0004370189,0.0004894612,0.00004084142,0.00466463],"genre_scores_gemma":[0.01591472,0.002318376,0.0008409246,0.9637167,0.003004352,0.00002717886,0.006068358,0.00006622615,0.008043113],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09151983,"threshold_uncertainty_score":0.9999562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217456601121036,"score_gpt":0.3066196454108378,"score_spread":0.2844450793996274,"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."}}