{"id":"W7066749241","doi":"","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 [version 1; peer review: 1 approved]","year":2019,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tuberculosis; Infectious disease (medical specialty); Quarter (Canadian coin); Disease; Cape; Mycobacterium tuberculosis; Travel medicine; Lung disease; Transmission (telecommunications)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.009452604,0.001229508,0.0005070108,0.001230487,0.001582373,0.004003365,0.001116607,0.004080281,0.01662439],"category_scores_gemma":[0.01106186,0.0004853329,0.0009756316,0.0005257161,0.0008896989,0.002037129,0.003336518,0.005510191,0.005059076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014599,"about_ca_system_score_gemma":0.00817155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006275113,"about_ca_topic_score_gemma":0.009005088,"domain_scores_codex":[0.9976718,0.0004199902,0.0001088195,0.0002051835,0.001102376,0.0004918928],"domain_scores_gemma":[0.9910478,0.001077217,0.0003789073,0.0002948857,0.003447449,0.003753757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000539432,0.00002586895,0.000190798,0.0001851877,0.00001229384,0.000163691,0.0001667881,0.00003841746,0.0006999137,0.0007395791,0.98228,0.01544366],"study_design_scores_gemma":[0.00002655853,0.00005763426,0.001609599,0.0002625434,0.00001340288,0.0001099848,0.0002266253,0.00006054863,0.0004963537,0.0004191085,0.9967002,0.00001742107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.004548165,0.03624152,0.001575765,0.6101437,0.3213589,0.0005294802,0.001984233,0.0002969095,0.02332136],"genre_scores_gemma":[0.08345022,0.1081249,0.007276109,0.2144454,0.2716457,0.001653936,0.005549802,0.0008289429,0.3070249],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01662439,"threshold_uncertainty_score":0.05561411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039024848583252,"score_gpt":0.1812248884029132,"score_spread":0.1708346399170806,"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."}}