{"id":"W4386168871","doi":"10.3390/antibiotics12091367","title":"Horizontal Gene Transfer and Drug Resistance Involving Mycobacterium tuberculosis","year":2023,"lang":"en","type":"article","venue":"Antibiotics","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Horizontal gene transfer; Gene; Biology; Genetics; 23S ribosomal RNA; Genome; Mycobacterium tuberculosis; Insertion sequence; Transposable element; RNA; Tuberculosis; Ribosome","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":[0.0002663778,0.0001724373,0.0002904963,0.000173211,0.0001068222,0.00006915461,0.00007911684,0.00009536632,0.00007833007],"category_scores_gemma":[0.0001645503,0.000154515,0.0000870803,0.0004775005,0.0001050898,0.0001202091,0.00006984456,0.0002043254,0.0001655271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003935243,"about_ca_system_score_gemma":0.00006735799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006115572,"about_ca_topic_score_gemma":0.0001200806,"domain_scores_codex":[0.9985784,0.00004516069,0.0002219188,0.0003389523,0.0003267192,0.0004888606],"domain_scores_gemma":[0.9991237,0.0001529786,0.00001588167,0.0002990659,0.00009265571,0.0003157452],"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":[0.0002970939,0.0001612323,0.3139162,0.0009944018,0.0001719777,0.0006352155,0.0007319357,3.569891e-7,0.6410447,0.0007127635,0.03998769,0.001346394],"study_design_scores_gemma":[0.001619511,0.0002293722,0.5767645,0.0004293908,0.0001756246,0.0000547436,0.0003368594,0.0001373941,0.4041191,0.0001248909,0.01561306,0.0003955341],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934411,0.0007673866,0.00002216426,0.003733574,0.0001928816,0.0002630436,0.0000570601,0.0001817847,0.00134102],"genre_scores_gemma":[0.9908225,0.005795874,0.0006389166,0.000331173,0.0002437423,0.000001273369,0.000118144,0.00003966289,0.002008725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2628483,"threshold_uncertainty_score":0.6300938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01665576935787255,"score_gpt":0.2663310095413491,"score_spread":0.2496752401834765,"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."}}