{"id":"W2047296684","doi":"10.1111/j.1468-1293.2006.00397.x","title":"CD4 percentage is an independent predictor of survival in patients starting antiretroviral therapy with absolute CD4 cell counts between 200 and 350 cells/μL","year":2006,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"Michael Smith Health Research BC","keywords":"Medicine; Hazard ratio; Proportional hazards model; Internal medicine; Confidence interval; Antiretroviral therapy; Viral load; Population; Human immunodeficiency virus (HIV); Cohort; Survival analysis; Gastroenterology; Cohort study; Immunology","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":[0.0004061153,0.0002170828,0.0002713662,0.0002845302,0.0002562631,0.0003676174,0.0002029107,0.0004118838,0.001229838],"category_scores_gemma":[0.002851559,0.0001690799,0.0002319567,0.0002960155,0.0002011443,0.0002735928,0.000198546,0.000556997,0.0001948274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009987354,"about_ca_system_score_gemma":0.0002295916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001045722,"about_ca_topic_score_gemma":0.001095004,"domain_scores_codex":[0.99984,0.00004556572,0.00001563605,0.00003131378,0.00003377864,0.00003373432],"domain_scores_gemma":[0.9984025,0.0005513825,0.0006301029,0.00008071132,0.0001116385,0.0002236726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003587012,0.00002572103,0.9975659,0.000005483222,0.0000347105,0.00004180062,0.00001128591,0.00006378078,0.0002631528,0.000005262281,0.00006864418,0.00155563],"study_design_scores_gemma":[0.00002709901,0.0003222655,0.9979505,0.000009621354,0.00006856256,0.0004429639,0.00004752288,0.000801884,0.0001379444,0.00003750359,0.0001508817,0.000003335192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992871,0.0003475668,0.0000597371,0.00005187625,0.000005886323,0.000002194525,0.00008473868,0.000003392671,0.0001576239],"genre_scores_gemma":[0.9996039,0.00008405338,0.00005213804,0.00001265737,0.00001560481,0.00000207885,0.0001324917,0.00000109281,0.00009600122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229838,"threshold_uncertainty_score":0.00411427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01276030925285876,"score_gpt":0.2377427876861768,"score_spread":0.224982478433318,"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."}}