{"id":"W2460100701","doi":"10.3402/gha.v9.30528","title":"Learning from a cluster randomized controlled trial to improve healthcare workers’ access to prevention and care for tuberculosis and HIV in Free State, South Africa: the pivotal role of information systems","year":2016,"lang":"en","type":"article","venue":"Global Health Action","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; University of British Columbia","keywords":"Medicine; Workforce; Health care; Tuberculosis; Intervention (counseling); Confidentiality; Family medicine; Public health; Nursing; Randomized controlled trial; Healthcare worker; Environmental health; Surgery; Economic growth","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01085315,0.001731146,0.004074572,0.0008148879,0.001246219,0.001557246,0.001647681,0.003016747,0.009376016],"category_scores_gemma":[0.01286338,0.0008702414,0.003232792,0.0007045151,0.002001462,0.002080601,0.00139232,0.002688335,0.0005435852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001814465,"about_ca_system_score_gemma":0.005071698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00274746,"about_ca_topic_score_gemma":0.004346767,"domain_scores_codex":[0.991056,0.006236551,0.0007354857,0.0008854835,0.0003659703,0.0007205008],"domain_scores_gemma":[0.9933186,0.003556308,0.001194187,0.0004721966,0.0003940291,0.001064717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.9216024,0.03189441,0.0008419179,0.004425432,0.001935993,0.00007118657,0.0003880453,0.0007416834,0.0007623393,0.0002367149,0.001110421,0.03598934],"study_design_scores_gemma":[0.9262928,0.07053234,0.001211428,0.000223556,0.0006397335,0.00000672107,0.00007263748,0.0002947044,0.0001581851,0.0001392818,0.000415601,0.00001297542],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8893454,0.003990293,0.002770572,0.002781084,0.001872841,0.09417462,0.001107998,0.000416483,0.003540766],"genre_scores_gemma":[0.8699165,0.001702,0.01086293,0.001926357,0.000664625,0.1122072,0.0003901071,0.00002221861,0.002308091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085315,"threshold_uncertainty_score":0.0573976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02434467021072039,"score_gpt":0.3579859373855632,"score_spread":0.3336412671748428,"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."}}