{"id":"W3108029355","doi":"10.1371/journal.pone.0241437","title":"Social Enterprise Model (SEM) for private sector tuberculosis screening and care in Bangladesh","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Global Fund to Fight AIDS, Tuberculosis and Malaria; Global Affairs Canada; United States Agency for International Development","keywords":"Private sector; Medicine; Public sector; Tuberculosis; Referral; Metropolitan area; Family medicine; Public health; Revenue; Health care; Business; Nursing; Economic growth; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.002418895,0.0008873292,0.0006884843,0.0007839724,0.0007939511,0.001867565,0.001194441,0.001219581,0.006827679],"category_scores_gemma":[0.005285419,0.0003342843,0.0008636486,0.0007225977,0.0009911776,0.001855775,0.002235349,0.001069264,0.0005194853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004314323,"about_ca_system_score_gemma":0.002845035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02169324,"about_ca_topic_score_gemma":0.01549031,"domain_scores_codex":[0.9984195,0.0009861228,0.00006395132,0.0001919357,0.0001150944,0.0002233807],"domain_scores_gemma":[0.9959652,0.002853911,0.0002868531,0.0001422992,0.0003771931,0.0003744714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004144275,0.000458813,0.02072495,0.0001426449,0.0001093934,0.0005210292,0.0005757024,0.8944642,0.0004218624,0.05859629,0.002066406,0.02150429],"study_design_scores_gemma":[0.00004211836,0.0001642014,0.001288884,0.00002051106,0.00001919164,0.0000568545,0.0004337291,0.979955,0.00007251773,0.01635725,0.00157474,0.00001487714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7355956,0.0007026518,0.2067211,0.00520395,0.00009460422,0.0008099306,0.001895088,0.0006374763,0.04833959],"genre_scores_gemma":[0.9747405,0.0001971386,0.02108509,0.00009127351,0.00001104103,0.0002904279,0.0003070617,0.00001779585,0.003259642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02169324,"threshold_uncertainty_score":0.04313391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103605341466086,"score_gpt":0.3181845207981258,"score_spread":0.2145791793320398,"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."}}