{"id":"W3199725045","doi":"10.1136/thoraxjnl-2020-216409","title":"Gender-based differences in community-wide screening for pulmonary tuberculosis in Karachi, Pakistan: an observational study of 311 732 individuals undergoing screening","year":2021,"lang":"en","type":"article","venue":"Thorax","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Sputum; Observational study; Tuberculosis; Pulmonary tuberculosis; Internal medicine; Demography; 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":[0.0006921527,0.0003963615,0.0005040939,0.0005699782,0.001140195,0.0006897144,0.0005257454,0.0007599298,0.001126191],"category_scores_gemma":[0.002599622,0.0005616706,0.0004732104,0.001547201,0.0007312549,0.0007576369,0.0007442154,0.0008095707,0.0002987962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008901173,"about_ca_system_score_gemma":0.001026168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04886572,"about_ca_topic_score_gemma":0.05509033,"domain_scores_codex":[0.9988443,0.0002936079,0.00009204872,0.0002415664,0.0002001782,0.0003283183],"domain_scores_gemma":[0.9982393,0.0004421899,0.0006233226,0.0001417218,0.0002061843,0.000347312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007444649,0.00006166971,0.9984842,0.00001132129,0.0000243779,0.0001050193,0.0004527054,0.0000198812,0.00008674186,0.000008127978,0.00007795417,0.0005935887],"study_design_scores_gemma":[0.000006557837,0.0001069712,0.9983373,0.000007232102,0.00001230566,0.0001814858,0.00115205,0.00006306379,0.0000225532,0.00001109135,0.00009314154,0.000006225484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993481,0.00005672546,0.00005311162,0.00002567404,0.000003818588,0.00001228669,0.0003313929,0.000001070177,0.0001677775],"genre_scores_gemma":[0.9996465,0.00003861537,0.00003519512,0.00003354014,0.000003233169,0.00001173539,0.0001731872,6.706432e-7,0.00005722268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04886572,"threshold_uncertainty_score":0.0971626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3419365860441336,"score_gpt":0.4404825926781964,"score_spread":0.09854600663406288,"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."}}