{"id":"W2887494971","doi":"10.1016/j.ebiom.2018.07.020","title":"TB Transmission: Closing the Gaps","year":2018,"lang":"en","type":"article","venue":"EBioMedicine","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"","keywords":"Closing (real estate); Transmission (telecommunications); Virology; Medicine; Environmental health; Computer science; Telecommunications; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008567229,0.0001228098,0.0002952429,0.0001163466,0.0001945995,0.000006092749,0.0001409204,0.00009097849,0.002023448],"category_scores_gemma":[0.0003841755,0.00005949154,0.00008054093,0.0003893994,0.0007586898,0.00003169023,0.00003210579,0.0002938267,0.0004495498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003858643,"about_ca_system_score_gemma":0.00007832065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010058,"about_ca_topic_score_gemma":0.000006745559,"domain_scores_codex":[0.9986242,0.0001090241,0.000265817,0.0002350322,0.0003207538,0.0004451824],"domain_scores_gemma":[0.9989278,0.0002149659,0.00003617118,0.0003911259,0.000116453,0.0003134397],"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":[0.0006777739,0.0001536018,0.0153183,0.000100129,0.0001781409,0.0001479522,0.001107155,1.461168e-7,0.06442468,0.0005324966,0.7270626,0.190297],"study_design_scores_gemma":[0.001461102,0.001304221,0.04408106,0.0001734809,0.00006612619,0.000374837,0.0001581631,0.0004832417,0.004384497,0.0003814798,0.9470519,0.00007987116],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3830474,0.006484614,0.002919677,0.5147921,0.0008686795,0.0007627118,0.000005337553,0.0002101094,0.09090935],"genre_scores_gemma":[0.9749699,0.0003887762,0.0008220121,0.01686465,0.003394692,0.00001288535,0.00002560515,0.00001960408,0.00350187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5919225,"threshold_uncertainty_score":0.9988889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492322469135944,"score_gpt":0.3706291272943468,"score_spread":0.3357059026029873,"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."}}