{"id":"W4250484916","doi":"10.12688/gatesopenres.13035.2","title":"Intervening along the spectrum of tuberculosis: meeting report from the World TB Day nanosymposium in the Institute of Infectious Disease and Molecular Medicine at the University of Cape Town","year":2019,"lang":"en","type":"preprint","venue":"Gates Open Research","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"European and Developing Countries Clinical Trials Partnership; Wellcome; South African Medical Research Council; National Science Foundation, United Arab Emirates; University of Cape Town; National Research Foundation; Robert Bosch Stiftung; Bill and Melinda Gates Foundation","keywords":"Tuberculosis; Infectious disease (medical specialty); Context (archaeology); Medicine; Mycobacterium tuberculosis; Disease; Virology; Family medicine; History; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01659641,0.0002648363,0.0009407764,0.0002641719,0.0003316782,0.000044182,0.002187232,0.0001623284,0.0002554622],"category_scores_gemma":[0.005970336,0.0001196168,0.0002299635,0.0007504108,0.002567162,0.00009220184,0.006490783,0.002084795,0.000005326095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001967117,"about_ca_system_score_gemma":0.0006198841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1694509,"about_ca_topic_score_gemma":0.03944215,"domain_scores_codex":[0.9930533,0.003687621,0.0008590121,0.0006772848,0.001159581,0.0005632135],"domain_scores_gemma":[0.9918675,0.004905881,0.000482205,0.002162,0.000420448,0.0001618961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001907047,0.0002625487,0.9494742,0.0009893052,0.001517188,0.000947621,0.008413393,0.001621285,0.01259159,0.0007946588,0.0204086,0.001072537],"study_design_scores_gemma":[0.002797509,0.0006218255,0.9539118,0.008609018,0.0007243858,0.000125331,0.007312801,0.002372461,0.005007247,0.003749983,0.01444936,0.0003182554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733761,0.007607963,0.00001332017,0.1066938,0.000141957,0.003063119,0.00006458148,0.00000646973,0.009032673],"genre_scores_gemma":[0.9960425,0.002579356,0.00002916394,0.0003490234,0.0001054331,0.00004786408,0.0001519086,0.00002305028,0.0006716277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300088,"threshold_uncertainty_score":0.9780855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05414912721843018,"score_gpt":0.3688019880642966,"score_spread":0.3146528608458664,"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."}}