{"id":"W2748171261","doi":"10.1097/00126334-200309010-00012","title":"Differences in CD4 Cell Counts at Seroconversion and Decline Among 5739 HIV-1–Infected Individuals with Well-Estimated Dates of Seroconversion","year":2003,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cascades (Canada)","funders":"","keywords":"Seroconversion; Medicine; Antiretroviral therapy; Demography; Immunology; Human immunodeficiency virus (HIV); Internal medicine; Viral load","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":[0.001496584,0.0007024164,0.001059543,0.0005928808,0.0005971634,0.0006726367,0.0006942413,0.0007923711,0.0007856678],"category_scores_gemma":[0.00609814,0.000677996,0.0004764319,0.0006604758,0.0006221932,0.0004375291,0.0005652159,0.0006672611,0.0003193884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000704959,"about_ca_system_score_gemma":0.0002709902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00949405,"about_ca_topic_score_gemma":0.006686701,"domain_scores_codex":[0.9987423,0.000379779,0.00008865747,0.0003411763,0.0002477508,0.0002003019],"domain_scores_gemma":[0.9962714,0.001468956,0.0009533456,0.0005933751,0.0004064038,0.0003065362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004518622,0.00004759182,0.9957166,0.00001072984,0.000103132,0.0001500918,0.0003606853,0.0002758282,0.0008383522,0.00001809406,0.00004346048,0.00198351],"study_design_scores_gemma":[0.00001778421,0.000206157,0.9980479,0.000004589684,0.00004068828,0.000252745,0.0000992959,0.0009113039,0.0002440242,0.00002608588,0.0001404883,0.000008897428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997396,0.00004521814,0.00004630798,0.000002401392,8.589221e-7,0.000004156378,0.0001013961,0.000001463213,0.00005867974],"genre_scores_gemma":[0.9993435,0.00002436746,0.00014104,0.00000528704,0.000003519806,0.00001128925,0.0003612896,0.000001709048,0.0001079919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00949405,"threshold_uncertainty_score":0.01887757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013622484376737,"score_gpt":0.2364219872247197,"score_spread":0.2227995028479827,"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."}}