{"id":"W4387615329","doi":"10.1097/qad.0000000000003747","title":"Screening for tuberculosis infection and effectiveness of preventive treatment among people with HIV in low-incidence settings","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tuberculosis; Odds ratio; Incidence (geometry); Latent tuberculosis; Confidence interval; Internal medicine; Mycobacterium tuberculosis; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009060189,0.0001033494,0.0003701531,0.0002248448,0.00004130158,0.000004482927,0.00002281652,0.00006450623,0.000005515811],"category_scores_gemma":[0.0005411927,0.0000754399,0.00006074557,0.0004537459,0.00007181964,0.00009493126,0.00002966488,0.00007729367,0.000002646317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007947221,"about_ca_system_score_gemma":0.00003513941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002286299,"about_ca_topic_score_gemma":0.0005283822,"domain_scores_codex":[0.999028,0.0002011866,0.000164568,0.0002446765,0.000103826,0.0002577527],"domain_scores_gemma":[0.9985715,0.001120589,0.0000474852,0.0001170228,0.0000653753,0.00007808626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006225305,0.00006862682,0.9910727,0.0005497014,0.0001273168,0.00000819278,0.0002933992,0.0001774348,0.002342244,0.00002621005,0.00004412387,0.004667571],"study_design_scores_gemma":[0.001973533,0.002160658,0.9820463,0.0008463187,0.00007027905,0.00001132233,0.0001050881,0.003009004,0.009610255,0.00008414646,0.00001705708,0.00006601374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973473,0.0000551857,0.001347192,0.000233984,0.00001379342,0.0009068316,0.00001015692,0.00003291506,0.00005262771],"genre_scores_gemma":[0.9986742,0.0001615074,0.0005807182,0.00001999374,0.00002249229,0.0004075581,0.00005005039,0.00001384916,0.00006966654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009026324,"threshold_uncertainty_score":0.3456216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01567228927236854,"score_gpt":0.3193322664132996,"score_spread":0.3036599771409311,"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."}}