{"id":"W2944522277","doi":"10.1183/13993003.00353-2018","title":"Analysis of loss to follow-up in 4099 multidrug-resistant pulmonary tuberculosis patients","year":2019,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Public Health Ontario; University of Toronto","funders":"Department for International Development; Department for International Development, UK Government; World Health Organization","keywords":"Medicine; Pulmonary tuberculosis; Tuberculosis; Multiple drug resistance; Intensive care medicine; Drug resistance; Microbiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002661409,0.000239002,0.0008969606,0.001699668,0.00007246053,0.00002333061,0.0003379608,0.00007640066,0.0006908874],"category_scores_gemma":[0.00116347,0.0001917492,0.0005140745,0.001422646,0.00007254508,0.0001353682,0.0001738448,0.000680827,0.0004868923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002108197,"about_ca_system_score_gemma":0.0001030177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004078802,"about_ca_topic_score_gemma":0.00003833479,"domain_scores_codex":[0.9957456,0.001392271,0.0011182,0.0004396048,0.0006701687,0.000634163],"domain_scores_gemma":[0.9979173,0.0002057579,0.0002637315,0.0005821184,0.0003639772,0.000667114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001423303,0.0003621635,0.9732264,0.00004132039,0.000869175,0.0005828332,0.0002334527,0.0003560597,0.01496235,0.000008744766,0.001272732,0.006661518],"study_design_scores_gemma":[0.002231132,0.0008357147,0.9779832,0.0001417971,0.000265932,0.00001871129,0.0001062769,0.0002850457,0.0002616328,0.000002838897,0.01769031,0.0001773898],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911129,0.0003207517,0.00001987782,0.0004209179,0.0002292652,0.0003479396,0.00003185682,0.00001690041,0.007499534],"genre_scores_gemma":[0.996794,0.00007207754,0.0001484247,0.002289374,0.0001356313,0.000003707929,0.00001824183,0.00004821936,0.0004903094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01641758,"threshold_uncertainty_score":0.7819307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0251776460521009,"score_gpt":0.305078165634907,"score_spread":0.2799005195828062,"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."}}