{"id":"W2143116255","doi":"10.1371/journal.pone.0010753","title":"Influence of M. tuberculosis Lineage Variability within a Clinical Trial for Pulmonary Tuberculosis","year":2010,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of California, San Diego; Centers for Disease Control and Prevention; University of North Texas; National Institutes of Health; U.S. Department of Health and Human Services; Case Western Reserve University; University of Southern California; U.S. Department of Veterans Affairs; National Institute of Allergy and Infectious Diseases; Johns Hopkins University","keywords":"Tuberculosis; Lineage (genetic); Biology; Mycobacterium tuberculosis; Disease; Medicine; Genetics; Internal medicine; Gene; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0212716,0.0002349612,0.000657601,0.0003938466,0.0006233773,0.001176437,0.0005005911,0.001034285,0.001492879],"category_scores_gemma":[0.06579782,0.0002212094,0.0008341753,0.0006010896,0.0005123529,0.0008116045,0.0007660756,0.0009217928,0.0002314484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004329378,"about_ca_system_score_gemma":0.0004848407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000683249,"about_ca_topic_score_gemma":0.00110016,"domain_scores_codex":[0.9542499,0.03694523,0.002582059,0.002768117,0.002243096,0.00121163],"domain_scores_gemma":[0.9407834,0.03646048,0.01442921,0.004727076,0.001224387,0.002375523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02285328,0.0002331685,0.9469013,0.00006300687,0.002216088,0.000374597,0.0006786162,0.001090674,0.005434936,0.0003063866,0.0003929069,0.01945502],"study_design_scores_gemma":[0.0006456879,0.003978886,0.9873931,0.00003757236,0.0004931586,0.0006357893,0.0002511377,0.003849019,0.001033052,0.0005775024,0.001077273,0.00002781791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974344,0.0009607301,0.0005713846,0.0002231758,0.00001902185,0.0000290892,0.0001378633,0.000007920529,0.0006163432],"genre_scores_gemma":[0.9994491,0.00004118726,0.0002219509,0.00008932281,0.00001330824,0.00002336462,0.00006973586,0.00001025643,0.00008170157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0212716,"threshold_uncertainty_score":0.1124963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09684050639814203,"score_gpt":0.376626415973987,"score_spread":0.279785909575845,"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."}}