{"id":"W2546755938","doi":"10.1371/journal.pone.0165772","title":"Survival Outcomes in a Pediatric Antiretroviral Treatment Cohort in Southern Malawi","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Alberta; Stollery Children's Hospital; University of Ottawa; University of Toronto; University Health Network; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research; United States Agency for International Development","keywords":"Medicine; Wasting; Pediatrics; Cohort; Tuberculosis; Hazard ratio; Cumulative incidence; Cohort study; Incidence (geometry); Population; Survival analysis; Mortality rate; Demography; Surgery; Internal medicine; Confidence interval; Environmental health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000618289,0.0002729685,0.0003101527,0.000549275,0.00055793,0.0007483353,0.0002823359,0.0002396176,0.0008215347],"category_scores_gemma":[0.001586086,0.0001986166,0.0002598394,0.0008778584,0.0003625004,0.0004524933,0.0007837404,0.0004869544,0.0001228386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006998899,"about_ca_system_score_gemma":0.0006464706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01738957,"about_ca_topic_score_gemma":0.0168411,"domain_scores_codex":[0.9996569,0.00008628549,0.00002268918,0.00005536372,0.00005164745,0.0001271546],"domain_scores_gemma":[0.9989924,0.00012453,0.0005029324,0.00005693193,0.0001135729,0.0002096208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004883737,0.00001322733,0.9982578,0.000004830115,0.00001676716,0.0002018552,0.0003217299,0.00005639037,0.0001198452,0.00001363039,0.0001173657,0.0008277342],"study_design_scores_gemma":[0.000009760969,0.0001334404,0.9977139,0.0000110473,0.00001608789,0.0008404281,0.0006429226,0.0002750329,0.00004951558,0.00001824395,0.000285487,0.000004029657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996183,0.00005449413,0.00002411645,0.00002937014,0.00000108627,0.000005355964,0.000211118,0.000001101388,0.00005502298],"genre_scores_gemma":[0.9993591,0.0000845529,0.00004224644,0.00001865421,0.000004796977,0.00001034383,0.0004352223,0.000001024945,0.00004405996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01738957,"threshold_uncertainty_score":0.03457671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0576289896569228,"score_gpt":0.3112209864902892,"score_spread":0.2535919968333664,"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."}}