{"id":"W2899821612","doi":"10.1371/journal.pone.0207148","title":"Risk of adverse treatment outcomes among new pulmonary TB patients co-infected with diabetes in Pakistan: A prospective cohort study","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Prospective cohort study; Diabetes mellitus; Cohort study; Adverse effect; Cohort; Internal medicine; Intensive care medicine; Endocrinology","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":[0.0005996342,0.0003081512,0.0003608847,0.0005859868,0.0009390796,0.0007799727,0.0003255069,0.0004654765,0.001703805],"category_scores_gemma":[0.001395801,0.0004336842,0.0005645313,0.0008080343,0.0002682183,0.0005557653,0.000448741,0.0009971461,0.000205343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598184,"about_ca_system_score_gemma":0.0005746851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01188949,"about_ca_topic_score_gemma":0.01193152,"domain_scores_codex":[0.9995595,0.00007497198,0.00004605158,0.0001195951,0.00007797682,0.0001220172],"domain_scores_gemma":[0.9989294,0.0001165881,0.0004454965,0.00009172952,0.0001022976,0.0003144993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006029618,0.00004355651,0.9994233,0.000003316372,0.00001984714,0.00007609282,0.00004760514,0.000007553079,0.00003642296,0.000004827406,0.00003570073,0.0002415509],"study_design_scores_gemma":[0.00001086675,0.0001492002,0.9989831,0.000007202822,0.00002387474,0.0003303317,0.0002839618,0.00009242712,0.0000194762,0.00001067511,0.00008488791,0.000004019513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994203,0.00007220038,0.00003053316,0.0000319907,0.000005735003,0.00001254963,0.0002642116,8.465764e-7,0.0001616345],"genre_scores_gemma":[0.9995207,0.00008380595,0.00003749146,0.00002420021,0.000006965686,0.00001086267,0.0002252903,5.407384e-7,0.00009035988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01188949,"threshold_uncertainty_score":0.02364057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02394561064969897,"score_gpt":0.3119898649411308,"score_spread":0.2880442542914319,"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."}}