{"id":"W3038103016","doi":"10.4046/trd.2020.0016","title":"Tuberculosis Surveillance and Monitoring under the National Public-Private Mix Tuberculosis Control Project in South Korea 2016–2017","year":2020,"lang":"en","type":"article","venue":"Tuberculosis & respiratory diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea Centers for Disease Control and Prevention; Centers for Disease Control and Prevention; Ministry of Health and Welfare","keywords":"Medicine; Tuberculosis; Notifiable disease; Sputum; Tuberculosis control; Disease control; Environmental health; Sputum culture; Cohort; Quarter (Canadian coin); Infection control; Internal medicine; Surgery; Population; 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":[0.002453303,0.000535515,0.0003326918,0.001184507,0.0002911387,0.0008248319,0.0007807382,0.0003220024,0.001283824],"category_scores_gemma":[0.003332885,0.0003340467,0.0006131697,0.001827198,0.000190012,0.000837803,0.00158188,0.0005968966,0.000410343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001459029,"about_ca_system_score_gemma":0.00311822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04841979,"about_ca_topic_score_gemma":0.05601057,"domain_scores_codex":[0.9986866,0.0003189196,0.0002502529,0.0003179217,0.0001786985,0.0002476421],"domain_scores_gemma":[0.9963166,0.0002170714,0.001579232,0.0003174829,0.001072996,0.0004965999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674104,0.00006328564,0.9789991,0.0001886827,0.000154216,0.00008540675,0.0001942197,0.0004570975,0.0003302046,0.000116068,0.007914306,0.01133007],"study_design_scores_gemma":[0.00003384698,0.00006455588,0.9908434,0.0001216197,0.00007811358,0.0001136223,0.0006707924,0.001446962,0.0004855102,0.00006580891,0.006060971,0.00001487652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640013,0.001020585,0.001390816,0.0009601744,0.00007556418,0.0003324907,0.1299298,0.00009891755,0.002190364],"genre_scores_gemma":[0.8619258,0.00079896,0.002136072,0.0003943014,0.00005172187,0.0006342299,0.1323746,0.00002974247,0.001654698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04841979,"threshold_uncertainty_score":0.09627587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07201287041536115,"score_gpt":0.337905312694574,"score_spread":0.2658924422792129,"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."}}