{"id":"W3129982698","doi":"10.5588/ijtld.20.0658","title":"Active case‐finding in contacts of people with TB","year":2021,"lang":"en","type":"review","venue":"The International Journal of Tuberculosis and Lung Disease","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; BC Centre for Disease Control","funders":"","keywords":"Medicine; Contact tracing; Disease; Case finding; Tuberculosis; Transmission (telecommunications); Population; Epidemiology; Intensive care medicine; Environmental health; Infectious disease (medical specialty); Pathology; Computer science; Coronavirus disease 2019 (COVID-19)","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":[0.002476786,0.0007444655,0.002014626,0.003666287,0.0003684332,0.001645962,0.001382587,0.001950065,0.0045265],"category_scores_gemma":[0.01769217,0.0004456487,0.002182785,0.002390341,0.0005358814,0.001598783,0.000819695,0.00113424,0.0005069386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009698051,"about_ca_system_score_gemma":0.002434762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003974838,"about_ca_topic_score_gemma":0.005384982,"domain_scores_codex":[0.9974282,0.001335764,0.0004744122,0.0002318101,0.0004311919,0.00009856177],"domain_scores_gemma":[0.9906408,0.007265197,0.001392691,0.0001171734,0.000442181,0.0001420722],"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":[0.0002606846,0.00008543509,0.001848629,0.3042853,0.001310433,0.0003820866,0.0005233873,0.0001919891,0.0001858049,0.001174888,0.0132392,0.6765121],"study_design_scores_gemma":[0.0002878534,0.0004121303,0.01306832,0.6794775,0.007249697,0.00736247,0.001240144,0.0002655881,0.0004747891,0.002206208,0.2878846,0.00007070002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002396202,0.9989676,0.00004219129,0.0002270288,0.00008239647,0.00002289486,0.00002854049,0.00000230384,0.0003874025],"genre_scores_gemma":[0.004720846,0.9946126,0.0001706067,0.0002092287,0.0001047473,0.00003809633,0.00005001144,0.000001156616,0.00009286],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0045265,"threshold_uncertainty_score":0.01514262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048728984331682,"score_gpt":0.392983347852054,"score_spread":0.3524960580087371,"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."}}