{"id":"W4206742358","doi":"10.1371/journal.pgph.0000150","title":"Tuberculosis care quality in urban Nigeria: A cross-sectional study of adherence to screening and treatment initiation guidelines in multi-cadre networks of private health service providers","year":2022,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McGill University; United States Agency for International Development","keywords":"Private sector; Medicine; Service provider; Public sector; Tuberculosis; Public health; Health care; Pharmacy; Family medicine; Health facility; Business; Environmental health; Nursing; Service (business); Health services; Population; Marketing; Economic growth","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":[0.001917447,0.0003245416,0.0004298693,0.0007929368,0.001405673,0.00118627,0.0004897705,0.0008291533,0.001188684],"category_scores_gemma":[0.004605096,0.0009305141,0.00030149,0.001185451,0.0008408717,0.001105548,0.001092484,0.001171371,0.0002723607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066754,"about_ca_system_score_gemma":0.001094084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01651303,"about_ca_topic_score_gemma":0.02242006,"domain_scores_codex":[0.9987772,0.0004414289,0.0001541761,0.0001540494,0.0001873364,0.0002858439],"domain_scores_gemma":[0.99547,0.001193679,0.001985901,0.0002199162,0.0004286578,0.0007017521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002613746,0.0001871206,0.9971768,0.00001095777,0.0000105727,0.00006287128,0.001888614,0.00001437397,0.00007144641,0.00001761018,0.0000353562,0.000498203],"study_design_scores_gemma":[0.000008004321,0.0003196367,0.9871458,0.00003070302,0.00001265232,0.0002369544,0.01178137,0.0002170591,0.00004813166,0.00002127379,0.0001714394,0.000006941076],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997815,0.00002623092,0.00002101538,0.00002265097,0.000001461299,0.00001253203,0.00003424257,4.634752e-7,0.00009992361],"genre_scores_gemma":[0.9996618,0.00007127056,0.00005921901,0.00004188258,0.000002460785,0.00002517122,0.00006395637,9.304018e-7,0.00007315019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01651303,"threshold_uncertainty_score":0.03283381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2373040199932255,"score_gpt":0.4666281273324874,"score_spread":0.229324107339262,"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."}}