{"id":"W2066277222","doi":"10.1097/00002030-200303280-00009","title":"Is there a baseline CD4 cell count that precludes a survival response to modern antiretroviral therapy?","year":2003,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":127,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"International AIDS Society","keywords":"Medicine; Hazard ratio; Confidence interval; Internal medicine; Antiretroviral therapy; Proportional hazards model; Human immunodeficiency virus (HIV); Immunology; 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":[0.001830445,0.0001945442,0.0003895095,0.0003537085,0.0003416316,0.0006898019,0.0004143943,0.0009381049,0.001716803],"category_scores_gemma":[0.008914467,0.0001548744,0.0003352002,0.000500588,0.000882611,0.0005238618,0.0002730424,0.0006584938,0.0002522413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002208006,"about_ca_system_score_gemma":0.0003698476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00089855,"about_ca_topic_score_gemma":0.00153136,"domain_scores_codex":[0.9989893,0.0004052015,0.0001049165,0.0001547049,0.000179945,0.0001659411],"domain_scores_gemma":[0.991762,0.00370658,0.003699813,0.0001508359,0.0002489447,0.0004317538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001965963,0.00002645627,0.992355,0.00002541905,0.00005077988,0.000438063,0.00006188489,0.00008391204,0.0001300455,0.00007015006,0.0002503612,0.006311459],"study_design_scores_gemma":[0.00002657011,0.0004477467,0.9892068,0.0000801758,0.0001012727,0.006701632,0.0004933248,0.001415888,0.0003034603,0.0005442058,0.0006701543,0.000008805769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956585,0.001898201,0.000423271,0.001303794,0.00002836619,0.000007079662,0.00008989029,0.000008487464,0.0005824655],"genre_scores_gemma":[0.999164,0.0002803125,0.0001121057,0.0002374414,0.00008797229,0.000001856661,0.00006189452,0.000001572108,0.0000527087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001830445,"threshold_uncertainty_score":0.00968045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190803514788897,"score_gpt":0.2852764358587614,"score_spread":0.2533684007108725,"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."}}