{"id":"W7075593481","doi":"","title":"Predictive value of CD4 cell count nadir on long-term mortality in HIV-positive patients in Uganda","year":2012,"lang":"en","type":"other","venue":"Dove Medical Press (Taylor and Francis Group)","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Nadir; Cd4 t cell; Antiretroviral therapy; Cohort; Human immunodeficiency virus (HIV); Survivorship curve; Proportional hazards model","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000170413,0.0003291646,0.0005837705,0.00008552003,0.00002208295,0.00001401961,0.0002218204,0.0002303714,0.0009941868],"category_scores_gemma":[0.00001268807,0.0002726425,0.0001070895,0.0001021007,0.0003136157,0.00005824981,0.0001127707,0.0005365411,0.00001693811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002997988,"about_ca_system_score_gemma":0.000004621606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100004,"about_ca_topic_score_gemma":0.00003381301,"domain_scores_codex":[0.9980667,0.0001299099,0.0004130538,0.0004116949,0.0006403169,0.000338344],"domain_scores_gemma":[0.9991022,0.0002173927,0.0001997725,0.0002012456,0.00003846945,0.0002409185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003365593,0.004380762,0.725679,0.0004168643,0.0002583423,0.0000172691,0.0008498005,0.00005719869,0.00000374608,0.1517151,0.0002378189,0.1160475],"study_design_scores_gemma":[0.008514114,0.0006022503,0.9247463,0.0003390033,0.0002538195,4.146195e-7,0.00008392113,0.02285868,0.0002400333,0.04044396,0.0006945064,0.001223011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1409997,0.001264047,0.1931413,0.00004283789,0.001089269,0.001920859,0.005499217,0.00006129524,0.6559815],"genre_scores_gemma":[0.9985216,0.000001858932,0.00001847022,0.00007869743,0.0004309859,0.0000559554,0.0006819291,0.00008385826,0.000126628],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.857522,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005071699627290554,"score_gpt":0.2269970783861039,"score_spread":0.2219253787588134,"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."}}