{"id":"W4293243955","doi":"10.1164/ajrccm-conference.2022.205.1_meetingabstracts.a5788","title":"Definitions of Disseminated Tuberculosis Based on Mortality","year":2022,"lang":"en","type":"article","venue":"","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Tuberculosis; Computer science; Medicine; 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":[0.006129453,0.001164846,0.0008101452,0.00915898,0.0007504784,0.002164425,0.001525126,0.000877057,0.002680782],"category_scores_gemma":[0.01378959,0.0002312909,0.001770367,0.003651647,0.002738597,0.002275608,0.004541436,0.002917536,0.0004363808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334797,"about_ca_system_score_gemma":0.0009407336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007749397,"about_ca_topic_score_gemma":0.0006066693,"domain_scores_codex":[0.9932899,0.003260897,0.001515323,0.0004029257,0.0009864547,0.0005444157],"domain_scores_gemma":[0.9900546,0.003408486,0.003872887,0.000668051,0.001295526,0.0007005265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000813251,0.0002092429,0.4872722,0.002386556,0.000743311,0.001093894,0.005766822,0.003285877,0.003338226,0.3739955,0.01255719,0.1085377],"study_design_scores_gemma":[0.0002246824,0.002020879,0.4631648,0.00750011,0.001064362,0.03003903,0.008539995,0.01445716,0.005213968,0.2974578,0.1699861,0.0003310272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.507773,0.1004113,0.2449864,0.02354187,0.004465305,0.001265437,0.01421237,0.0004803176,0.1028639],"genre_scores_gemma":[0.9587801,0.007138385,0.02489721,0.00101921,0.001292362,0.0004979864,0.003667193,0.00004675983,0.002660756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00915898,"threshold_uncertainty_score":0.03241605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0775073758439129,"score_gpt":0.3609447663286006,"score_spread":0.2834373904846877,"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."}}