{"id":"W2955915200","doi":"10.2196/14294","title":"Performance of Multidrug-Resistant Tuberculosis Surveillance in Yemen: Interview Study","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Public health surveillance; Environmental health; Likert scale; Public health; Family medicine; Statistics; Nursing; 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":[0.002320603,0.0003259699,0.0002696107,0.0006756255,0.001365967,0.0006737896,0.0003147898,0.0005497445,0.001634054],"category_scores_gemma":[0.003799564,0.0003853177,0.0002732151,0.00125135,0.0005975782,0.001174041,0.0008596355,0.0005533068,0.0002011666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00224504,"about_ca_system_score_gemma":0.001235105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0188232,"about_ca_topic_score_gemma":0.02942743,"domain_scores_codex":[0.9986699,0.0006723278,0.0001332679,0.0000816114,0.00006985095,0.000373085],"domain_scores_gemma":[0.9984789,0.0005144404,0.000493536,0.00005360816,0.0002909495,0.0001686303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008217503,0.000133302,0.8749774,0.000178204,0.00002930854,0.0007573406,0.1146511,0.0001116533,0.0008374798,0.0001781617,0.0007263823,0.007337471],"study_design_scores_gemma":[0.000009757913,0.0004592726,0.6744401,0.000136058,0.00002716654,0.000403312,0.3193889,0.0005691448,0.0006522987,0.00004549861,0.003828013,0.00004065189],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991567,0.00008793139,0.00007466313,0.0001355648,0.000002291968,0.00002973454,0.0001497565,0.00000117144,0.0003621946],"genre_scores_gemma":[0.9990605,0.0001726297,0.0001999027,0.0000807204,0.000003376958,0.0000834469,0.0001296584,0.000001249745,0.000268668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0188232,"threshold_uncertainty_score":0.03742731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688673484906684,"score_gpt":0.3556311014264703,"score_spread":0.3087443665774034,"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."}}