{"id":"W2041188218","doi":"10.1097/qad.0b013e3283021a76","title":"HIV Gag-specific immune responses predict the rate of CD4 decline","year":2008,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research; Health Canada; Merck Canada; University of British Columbia","keywords":"Human immunodeficiency virus (HIV); Immune system; Immunology; Immunopathology; Virology; Medicine","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":[0.000825931,0.0002358489,0.0002363464,0.0003616455,0.0000774286,0.0003727016,0.0001230356,0.0002685781,0.001310803],"category_scores_gemma":[0.001862592,0.0001162938,0.000116708,0.0001995995,0.0001206686,0.0004233796,0.0001578718,0.0005963151,0.0004237121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044306,"about_ca_system_score_gemma":0.0001111653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003534529,"about_ca_topic_score_gemma":0.0002783124,"domain_scores_codex":[0.9998442,0.00005808559,0.00001284837,0.00003254871,0.00002791297,0.00002442585],"domain_scores_gemma":[0.9986768,0.0005949482,0.000405686,0.0000909432,0.000147895,0.00008367556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002132052,0.0003282046,0.7546368,0.0001632971,0.0001129159,0.0001990339,0.0002938847,0.002623077,0.1830608,0.0003615092,0.0003496191,0.05573881],"study_design_scores_gemma":[0.00003152508,0.001577538,0.9070584,0.00003643209,0.0001058048,0.001769596,0.0001850769,0.00956929,0.07720662,0.0005349972,0.001899229,0.00002557036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955091,0.001006889,0.002187991,0.0000338805,0.00001090685,0.00003117422,0.0002288966,0.00003217429,0.000958855],"genre_scores_gemma":[0.9975718,0.0002938019,0.001048395,0.00002551255,0.00001341467,0.00001446066,0.0002006823,0.000006153786,0.0008258349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001310803,"threshold_uncertainty_score":0.004385054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792101471202266,"score_gpt":0.2657031528497998,"score_spread":0.2377821381377772,"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."}}