{"id":"W802032189","doi":"10.1371/journal.pmed.1001842","title":"Achieving Systemic and Scalable Private Sector Engagement in Tuberculosis Care and Prevention in Asia","year":2015,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"World Health Organization; Bill and Melinda Gates Foundation; United States Agency for International Development","keywords":"Private sector; Public sector; Tuberculosis; Consolidation (business); Systemic risk; Medicine; Business; Economic growth; Political science; Economics; Finance; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.02712576,0.0006796275,0.0005510327,0.0005395174,0.001732334,0.005871793,0.00176929,0.002766771,0.009983885],"category_scores_gemma":[0.02573616,0.0004769072,0.0006586096,0.0006964527,0.002483784,0.005186331,0.01985611,0.004625011,0.001214696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005159349,"about_ca_system_score_gemma":0.06034013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049268,"about_ca_topic_score_gemma":0.01363208,"domain_scores_codex":[0.9865389,0.007018217,0.0006139698,0.000658304,0.001133999,0.004036591],"domain_scores_gemma":[0.9733917,0.007043237,0.002623461,0.002593398,0.003930653,0.01041753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008956994,0.002969716,0.221629,0.002849576,0.0007222714,0.001684874,0.02939502,0.007846369,0.009963944,0.07691531,0.06839184,0.5767363],"study_design_scores_gemma":[0.001042945,0.004996789,0.3703838,0.006256658,0.0006215998,0.001229427,0.07991612,0.01772389,0.008415679,0.1601557,0.3490286,0.0002288446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4075491,0.007381863,0.03972269,0.4349298,0.0019799,0.001653317,0.001396795,0.0006647847,0.1047218],"genre_scores_gemma":[0.9637572,0.001733044,0.008812443,0.01911106,0.0003325282,0.0007185281,0.0002735776,0.00004972894,0.005212042],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02712576,"threshold_uncertainty_score":0.1434565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06890123671590218,"score_gpt":0.3390779420858115,"score_spread":0.2701767053699093,"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."}}