{"id":"W2351993402","doi":"","title":"Epidemiological analysis of tuberculosis cases in a comprehensive hospital from 2010 to 2012","year":2013,"lang":"en","type":"article","venue":"Bulletin of Disease Control and Prevention","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Medicine; Epidemiology; Quarter (Canadian coin); Pulmonary tuberculosis; Tuberculosis control; Demography; Epidemiological method; Pediatrics; Environmental health; Internal medicine; Geography; 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":[0.0003469569,0.0002160792,0.000205591,0.002215476,0.0004464779,0.0004735173,0.0003108389,0.0002181657,0.0008877356],"category_scores_gemma":[0.000906586,0.0002105443,0.000333969,0.001976265,0.0001580252,0.0003895439,0.0005183517,0.0002314886,0.000121552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034603,"about_ca_system_score_gemma":0.0008527061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02588687,"about_ca_topic_score_gemma":0.03098704,"domain_scores_codex":[0.9994407,0.00006327882,0.0001081111,0.0001185021,0.0001162807,0.0001530995],"domain_scores_gemma":[0.9994581,0.00003440102,0.000241389,0.00002338006,0.000122355,0.0001203006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002167731,0.00001410289,0.9982277,0.00002193582,0.00001281282,0.00007369345,0.000087604,0.00003700483,0.0001525703,0.00001216794,0.0002242134,0.001114584],"study_design_scores_gemma":[0.000001146782,0.00001545575,0.9993882,0.000008070279,0.000007763297,0.000139417,0.0001783484,0.00007508843,0.0000298387,0.000004256337,0.0001505501,0.000001826913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962244,0.0004316359,0.00008594806,0.00009108685,0.000007258631,0.0000355047,0.00242006,0.00001215968,0.0006918904],"genre_scores_gemma":[0.9960604,0.0003719138,0.0001318012,0.00004174518,0.0000144466,0.00002732033,0.003132983,0.000001843205,0.0002174892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02588687,"threshold_uncertainty_score":0.05147237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02196811308047417,"score_gpt":0.3070605741465046,"score_spread":0.2850924610660304,"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."}}