{"id":"W4410309599","doi":"10.1093/ofid/ofaf275","title":"Prevalence, Progression, and Treatment of Asymptomatic Tuberculosis: A Prospective Cohort Study in Lanxi County, Zhejiang Province, China","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Key Research and Development Program of China; Science and Technology Commission of Shanghai Municipality; National Natural Science Foundation of China","keywords":"Medicine; Asymptomatic; Tuberculosis; Prospective cohort study; Cohort; China; Internal medicine; Cohort study; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008812912,0.0004253356,0.0002986738,0.0008397472,0.001016082,0.000689673,0.0005083888,0.0003813833,0.0007335809],"category_scores_gemma":[0.0008936836,0.0004535663,0.000430241,0.001162354,0.0003916303,0.0003832123,0.0004447433,0.0004123466,0.00009926512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009678,"about_ca_system_score_gemma":0.001203595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05236557,"about_ca_topic_score_gemma":0.05716315,"domain_scores_codex":[0.9994832,0.0001195061,0.00005793806,0.0001247547,0.00008843207,0.0001261901],"domain_scores_gemma":[0.9991032,0.00007475917,0.0002520147,0.00009780961,0.0001475528,0.000324687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006366723,0.00003026301,0.9992163,0.000006583352,0.00002567759,0.00008768465,0.0001484533,0.00001662926,0.0001068506,0.000007357313,0.00004549319,0.0002450653],"study_design_scores_gemma":[0.00001259388,0.00007083505,0.9992842,0.000004579279,0.00002190251,0.00006667365,0.0003148433,0.0001307168,0.00002296935,0.00000899407,0.00005866157,0.000003094691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995994,0.00007350177,0.00003021778,0.00001877693,0.000003096795,0.00001253639,0.00018042,0.000001185281,0.00008079498],"genre_scores_gemma":[0.9995648,0.00004138774,0.00002810049,0.00001674715,0.000003275955,0.0000103411,0.0002554153,4.773731e-7,0.00007942411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05236557,"threshold_uncertainty_score":0.1041216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008742194035366541,"score_gpt":0.3394279582623275,"score_spread":0.3306857642269609,"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."}}