{"id":"W2995475097","doi":"10.1186/s12889-019-8009-1","title":"Under-reporting of TB cases and associated factors: a case study in China","year":2019,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu University","keywords":"Medicine; China; Tuberculosis; Public health; Environmental health; Biostatistics; Epidemiology; Pandemic; Accountability; Quarter (Canadian coin); Medical emergency; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Nursing; Geography","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":[0.003898145,0.000810107,0.0007231695,0.002397243,0.005832518,0.001512712,0.00151504,0.001679657,0.001304931],"category_scores_gemma":[0.00696124,0.0007468598,0.0006227719,0.004108046,0.002176911,0.001188589,0.002495164,0.001466981,0.0001187344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006457695,"about_ca_system_score_gemma":0.00715476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1398425,"about_ca_topic_score_gemma":0.1454282,"domain_scores_codex":[0.9969699,0.001020573,0.0003487234,0.0002533711,0.0005741543,0.0008333331],"domain_scores_gemma":[0.9946828,0.00120019,0.001968472,0.0003432815,0.0006817346,0.001123525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006253136,0.0003556487,0.8445968,0.0002460422,0.00005324428,0.08191255,0.06226647,0.000180468,0.0005525167,0.0004352992,0.0008426373,0.008495734],"study_design_scores_gemma":[0.00003029329,0.000752596,0.7040406,0.0005422577,0.0001299156,0.08525313,0.2020846,0.002277322,0.0007432274,0.0004409814,0.003572653,0.0001323802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987568,0.0003025695,0.00007504685,0.0003294604,0.000007870608,0.00006092225,0.00002103273,0.00000242493,0.0004438846],"genre_scores_gemma":[0.9984823,0.0007011521,0.0002076131,0.0002098207,0.00001548422,0.00003779099,0.00003039459,0.000003278246,0.0003121556],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1398425,"threshold_uncertainty_score":0.278057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.188951189591633,"score_gpt":0.4502701988153747,"score_spread":0.2613190092237417,"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."}}