{"id":"W4296141806","doi":"10.3390/tropicalmed7090228","title":"Evaluating the Effectiveness of a Novel Systematic Screening Approach for Tuberculosis among Individuals Suspected or Recovered from COVID-19: Experiences from Niger and Guinea","year":2022,"lang":"en","type":"article","venue":"Tropical Medicine and Infectious Disease","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"TDR; World Health Organization","keywords":"Medicine; Tuberculosis; Coronavirus disease 2019 (COVID-19); Pandemic; Mycobacterium tuberculosis; Internal medicine; Disease; Pathology; Infectious disease (medical specialty)","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":[0.008276027,0.0003881366,0.000340212,0.0004548201,0.0007079843,0.0008542048,0.0007788976,0.000635763,0.001112805],"category_scores_gemma":[0.01235514,0.000222685,0.0005532098,0.0003451619,0.000801818,0.0007814275,0.001632897,0.0005221452,0.0001044568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00275676,"about_ca_system_score_gemma":0.004886776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789868,"about_ca_topic_score_gemma":0.02327068,"domain_scores_codex":[0.9961054,0.002971088,0.0002014334,0.0001748723,0.0001778563,0.0003693617],"domain_scores_gemma":[0.992763,0.003852448,0.00121337,0.0002219891,0.0006341142,0.001315022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009930928,0.007128905,0.5611101,0.003941224,0.0005844829,0.005412687,0.01879287,0.009121462,0.005341898,0.001924586,0.001968113,0.3747427],"study_design_scores_gemma":[0.005483443,0.08147584,0.801432,0.006654271,0.002097618,0.005422961,0.03852686,0.03025328,0.007641729,0.002402904,0.01828477,0.000324385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965459,0.0007773472,0.0004510106,0.000875636,0.00001785155,0.0002354976,0.00006262327,0.000007862081,0.00102627],"genre_scores_gemma":[0.9964606,0.0008575991,0.001962725,0.0003566798,0.00001581967,0.0001294272,0.0000510486,0.000003432656,0.000162665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789868,"threshold_uncertainty_score":0.04376835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1176114890023037,"score_gpt":0.4366242083384175,"score_spread":0.3190127193361138,"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."}}