{"id":"W3089827240","doi":"10.9734/jpri/2020/v32i2430789","title":"Cascade Variabilities in TB Case Finding among People Living with HIV and the Use of IPT: Assessment in Three Levels of Care in Cross River State, Nigeria","year":2020,"lang":"en","type":"article","venue":"Journal of Pharmaceutical Research International","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Population; Human immunodeficiency virus (HIV); Cohort; Case finding; Tuberculosis; Pediatrics; Environmental health; Demography; Family medicine; Internal medicine","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":[0.0008768472,0.0001743466,0.000234118,0.0007877182,0.0009175915,0.0007019496,0.0003108899,0.0003554377,0.0008526455],"category_scores_gemma":[0.00225657,0.0003682177,0.0003053833,0.000919661,0.0004416329,0.0005872535,0.001025886,0.0005713674,0.00008181877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001129088,"about_ca_system_score_gemma":0.001257476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02691696,"about_ca_topic_score_gemma":0.04869456,"domain_scores_codex":[0.9994531,0.0001367455,0.0001028988,0.00008677106,0.00007662282,0.000143804],"domain_scores_gemma":[0.9991127,0.0001602242,0.0003812601,0.0000306378,0.0001398047,0.0001754156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004210635,0.00005633104,0.9958836,0.00002046953,0.00000579383,0.0001503091,0.002197001,0.00002233538,0.00009429896,0.0000272749,0.00004534968,0.00145497],"study_design_scores_gemma":[0.000003695654,0.0001107264,0.9920866,0.00003895536,0.00001061085,0.0002521133,0.007145138,0.000136643,0.00005786722,0.00003941654,0.0001126636,0.000005602918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996045,0.00006560287,0.00002373822,0.00003436166,0.000001179375,0.00003060711,0.00008086894,5.17088e-7,0.0001586275],"genre_scores_gemma":[0.9995988,0.00008965097,0.0001048322,0.0000176707,0.000001470107,0.0000334928,0.00008013209,2.91935e-7,0.00007381784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02691696,"threshold_uncertainty_score":0.05352056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2036663709386575,"score_gpt":0.4991731711629293,"score_spread":0.2955068002242717,"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."}}