{"id":"W6901619778","doi":"10.60692/5kd93-c4q40","title":"Predictors of CD4 cell recovery following initiation of antiretroviral therapy among HIV‐1 positive patients with well‐estimated dates of seroconversion","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Seroconversion; Cart; Antiretroviral therapy; Cd4 t cell; Viral load; Cohort; Proportional hazards model; Cohort study","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":[0.0001420205,0.0001231639,0.000277498,0.0001801251,0.0001456197,0.00001998067,0.0001543177,0.0001138931,0.00002351835],"category_scores_gemma":[0.00001456709,0.00008663912,0.0000759763,0.0000556239,0.0001093751,0.0008185976,0.00004593124,0.00005986593,0.0001077041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000384034,"about_ca_system_score_gemma":0.000038218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008361958,"about_ca_topic_score_gemma":2.861752e-7,"domain_scores_codex":[0.9991329,0.00008507094,0.0004312297,0.00009209241,0.000104551,0.0001541467],"domain_scores_gemma":[0.9985859,0.00001538137,0.0008501117,0.0002877309,0.0002412753,0.00001964415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007129112,0.0000214476,0.9910132,0.000158153,0.000273757,8.065512e-7,0.007229948,0.00001332842,0.0004003897,0.000001852563,0.00002576136,0.0001484833],"study_design_scores_gemma":[0.004244094,0.0007835179,0.8405789,0.0003003008,0.0000397297,7.979146e-7,0.001211661,0.00002327704,0.1527471,1.114227e-7,0.000003229742,0.00006728433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969215,0.000006273988,0.0002639424,0.000001913289,0.0001747646,0.000482457,0.0007868988,0.00001970708,0.001342502],"genre_scores_gemma":[0.9990208,9.559989e-7,0.00003583463,0.000002311889,0.000003038991,0.00001129207,0.000868544,0.000005843117,0.00005141758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1523467,"threshold_uncertainty_score":0.3533041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481804435844972,"score_gpt":0.2081125301824545,"score_spread":0.1932944858240048,"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."}}