{"id":"W4323532905","doi":"10.2196/42425","title":"Spatiotemporal Changes in Pulmonary Tuberculosis Incidence in a Low-Epidemic Area of China in 2005-2020: Retrospective Spatiotemporal Analysis","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Demography; Tuberculosis; Population; China; Medicine; Public health; Geography; Environmental health; Pathology","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":[0.001039154,0.0002845147,0.0003693934,0.001679161,0.00044583,0.0006014985,0.0005108224,0.0002662016,0.0005034676],"category_scores_gemma":[0.001345117,0.0002897235,0.0006742053,0.002334569,0.0002556401,0.0004644476,0.0005685987,0.0002406454,0.000123746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001210029,"about_ca_system_score_gemma":0.001242548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05725811,"about_ca_topic_score_gemma":0.05142293,"domain_scores_codex":[0.9994614,0.00006809625,0.0001314493,0.0001608491,0.00009820976,0.00008009793],"domain_scores_gemma":[0.9988381,0.00009218256,0.000439608,0.0001519332,0.0003299554,0.0001481957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002802133,0.000005941873,0.9986842,0.00001598611,0.00004261998,0.00004698156,0.00008170798,0.0001040228,0.0001116042,0.00001465263,0.00009231518,0.0007720177],"study_design_scores_gemma":[0.0000015261,0.00001829942,0.9990113,0.000006056405,0.00003781663,0.00007866997,0.0001561655,0.0004253073,0.00005944729,0.000008301779,0.0001936024,0.000003443537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971768,0.0003018708,0.0002001083,0.00003333933,0.000003548292,0.00001911074,0.002032113,0.000008026293,0.0002252029],"genre_scores_gemma":[0.996512,0.0001766448,0.0001761272,0.00002143744,0.000005552094,0.00002993681,0.002965518,0.00000217599,0.0001105761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05725811,"threshold_uncertainty_score":0.1138496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03406389670084809,"score_gpt":0.3479554099368687,"score_spread":0.3138915132360206,"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."}}