{"id":"W2296093328","doi":"10.1371/journal.pmed.1001965","title":"Translational Research for Tuberculosis Elimination: Priorities, Challenges, and Actions","year":2016,"lang":"en","type":"review","venue":"PLoS Medicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":70,"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":"Tuberculosis; Translational research; Medicine; Extensively drug-resistant tuberculosis; Intensive care medicine; Environmental health; Mycobacterium tuberculosis; 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":[0.03759594,0.001480161,0.006235184,0.003468546,0.001219952,0.006855569,0.003646981,0.01010352,0.01193289],"category_scores_gemma":[0.03874974,0.000717053,0.00296987,0.004166236,0.003991937,0.00998786,0.005030258,0.01336484,0.003058048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006039321,"about_ca_system_score_gemma":0.04965995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004127366,"about_ca_topic_score_gemma":0.008602118,"domain_scores_codex":[0.9881623,0.006308284,0.001525527,0.0007111443,0.002145892,0.001146858],"domain_scores_gemma":[0.9401501,0.04432201,0.00370169,0.001104417,0.006918877,0.003802747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003285086,0.0001104281,0.0004478184,0.08556358,0.0006287075,0.0002671888,0.000462926,0.0004756898,0.0006725639,0.03606736,0.1367414,0.7382339],"study_design_scores_gemma":[0.000247552,0.0002246853,0.0009460163,0.2064341,0.0009049076,0.0006261916,0.001172426,0.0004145933,0.0002571496,0.03609955,0.7525879,0.00008498108],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000395732,0.9655553,0.0002049939,0.03181123,0.001865572,0.00001488695,0.00002936501,0.00001398481,0.0004651493],"genre_scores_gemma":[0.001470455,0.9842306,0.001302708,0.01043361,0.00215314,0.00005180252,0.00006643568,0.000008072831,0.0002831432],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03759594,"threshold_uncertainty_score":0.1988287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5037320019901447,"score_gpt":0.5163539842811492,"score_spread":0.01262198229100453,"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."}}