{"id":"W4220888725","doi":"10.1080/24745332.2022.2036073","title":"Chapter 7: Extra-pulmonary tuberculosis","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Centre for Disease Control; University of British Columbia","funders":"Public Health Agency of Canada; Canadian Thoracic Society","keywords":"Pulmonary tuberculosis; Tuberculosis; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000337933,0.0001618949,0.0004046084,0.000478825,0.0004536422,0.00001511707,0.00009398881,0.0000610999,0.003761833],"category_scores_gemma":[0.0004146011,0.0001345691,0.0001613452,0.0001820538,0.0003971293,0.00008562245,0.00002336885,0.0005341077,0.000003785246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281197,"about_ca_system_score_gemma":0.0004555668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007628106,"about_ca_topic_score_gemma":0.0003886828,"domain_scores_codex":[0.9985462,0.00008938488,0.0004204724,0.0001862145,0.0004172977,0.0003403627],"domain_scores_gemma":[0.9975128,0.0001193575,0.00005979984,0.0001827229,0.0004508054,0.001674539],"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":[0.0009200367,0.0002920218,0.4244216,0.00159655,0.0008269722,0.05189095,0.00616317,0.00003615613,0.002441355,0.03406597,0.01699587,0.4603494],"study_design_scores_gemma":[0.004360083,0.01562961,0.09335648,0.0005309679,0.003149856,0.01431935,0.01798693,0.00007860495,0.0001732141,0.001298056,0.8484209,0.0006959235],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8472184,0.1106009,0.00004363049,0.01192615,0.001185098,0.0002315973,0.00007459016,0.00001788357,0.02870175],"genre_scores_gemma":[0.9870831,0.00006566903,0.00002945941,0.01204537,0.000715064,0.000007540637,0.000005835329,0.00002551139,0.00002249277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8314251,"threshold_uncertainty_score":0.9971489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144706940188035,"score_gpt":0.2785708424185248,"score_spread":0.2571237730166444,"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."}}