{"id":"W4415568327","doi":"10.2196/78564","title":"Epidemiology and Treatment Outcomes of Pulmonary Tuberculosis in Dazu District, Chongqing, China, 2005-2024: Surveillance Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Incidence (geometry); Pulmonary tuberculosis; Tuberculosis; Epidemiological surveillance; Young adult; Human immunodeficiency virus (HIV)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.000839078,0.0005730136,0.0003489797,0.00168689,0.0006541396,0.0005476176,0.0007125632,0.0004053506,0.0005587315],"category_scores_gemma":[0.001057336,0.0004112908,0.0004067231,0.002414651,0.0002815446,0.0004806004,0.0005591958,0.0003408544,0.0001127912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00223501,"about_ca_system_score_gemma":0.001571941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07892498,"about_ca_topic_score_gemma":0.09913248,"domain_scores_codex":[0.9995415,0.00006958412,0.00006128328,0.0001154409,0.00008129065,0.0001310304],"domain_scores_gemma":[0.9989489,0.00004267513,0.0005430964,0.00006397253,0.0001895243,0.0002117297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002949212,0.00001849206,0.9988483,0.00001268555,0.00001841366,0.00004547583,0.0001198257,0.00004325575,0.000129373,0.000004667613,0.00008089274,0.0006491059],"study_design_scores_gemma":[0.000004346553,0.00003068013,0.9994957,0.000003105556,0.00001275504,0.00006380297,0.0001633669,0.00009130458,0.00002106562,0.000002643465,0.0001092482,0.000002019248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986057,0.000142824,0.00004844004,0.00002842304,0.000002029881,0.00001911001,0.001017726,0.000003240404,0.0001326457],"genre_scores_gemma":[0.9985542,0.0000863305,0.00005884624,0.00001779006,0.000003964539,0.00002270049,0.001150469,9.446611e-7,0.0001049275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07892498,"threshold_uncertainty_score":0.1569312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04636236284657322,"score_gpt":0.3886058643136242,"score_spread":0.342243501467051,"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."}}