{"id":"W3006637279","doi":"10.5334/aogh.2692","title":"Perceived Health System Barriers to Tuberculosis Control Among Health Workers in South Africa","year":2020,"lang":"en","type":"article","venue":"Annals of Global Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Workforce; Tuberculosis; Medicine; Environmental health; Health care; Infection control; Nursing; Economic growth; Surgery; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001215329,0.0003961725,0.001798283,0.0001168519,0.000241447,0.00002120309,0.0002766516,0.0001319492,0.00003816913],"category_scores_gemma":[0.0001854719,0.0003564582,0.0002516736,0.00114082,0.00008945093,0.0000897159,0.00007180362,0.0003864855,0.00007562557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157366,"about_ca_system_score_gemma":0.004120568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02103553,"about_ca_topic_score_gemma":0.001097983,"domain_scores_codex":[0.9947286,0.0005415461,0.001592485,0.0007153151,0.0007770241,0.001645014],"domain_scores_gemma":[0.9927726,0.00003723198,0.0005939428,0.0004033693,0.0001983112,0.00599452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002295646,0.0002073156,0.9159361,0.006097754,0.0001425931,0.00004720722,0.01428689,0.000301937,0.000003444491,0.001201944,0.0547342,0.004745024],"study_design_scores_gemma":[0.002851384,0.004526265,0.9713599,0.003441092,0.0000141339,0.00001968797,0.01365614,0.0003540224,0.000002474634,0.00003335308,0.003487143,0.0002544078],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555178,0.003640091,0.0001466108,0.3364404,0.0002037922,0.002178626,0.0006947402,0.0001705563,0.001007335],"genre_scores_gemma":[0.8553239,0.0002818193,0.0002530528,0.1438873,0.0001713873,0.00002389926,0.00001776981,0.0000275253,0.00001338827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1998061,"threshold_uncertainty_score":0.9998887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03299666088927744,"score_gpt":0.3338525133978192,"score_spread":0.3008558525085418,"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."}}