{"id":"W2003363216","doi":"10.1097/00002030-200410210-00002","title":"Assessment of longitudinal changes in HIV-specific effector activity in subjects undergoing untreated primary HIV infection","year":2004,"lang":"en","type":"article","venue":"AIDS","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases","keywords":"ELISPOT; Immune system; Immunology; Viral load; HIV vaccine; Immunopathology; Biology; Multicenter AIDS Cohort Study; HIV Antigens; Viral disease; Immunity; T cell; Virus; Medicine; Virology; Human immunodeficiency virus (HIV); Sida; Vaccine trial","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":[0.0007161057,0.0002598646,0.0003448064,0.0003323003,0.0005118294,0.0004036974,0.0001384971,0.0003923087,0.0009527185],"category_scores_gemma":[0.001575386,0.0001547485,0.0001246484,0.000204304,0.0002301178,0.0002867896,0.0002235905,0.0005303424,0.0002677255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002241967,"about_ca_system_score_gemma":0.0002039187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001190637,"about_ca_topic_score_gemma":0.001216098,"domain_scores_codex":[0.9997576,0.0000671938,0.00001561864,0.00005255936,0.00004054584,0.00006649386],"domain_scores_gemma":[0.9991065,0.0001414232,0.0002886313,0.00004984336,0.0001668803,0.0002468043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001835376,0.0006059272,0.9697777,0.00003831824,0.00003898106,0.0006130495,0.0007157214,0.00008690526,0.01450842,0.00002546401,0.0001449808,0.01160913],"study_design_scores_gemma":[0.00001927325,0.003805118,0.9928514,0.000006660479,0.00004286226,0.000808821,0.0002637281,0.0001741491,0.00168709,0.00002419592,0.0003102508,0.000006607778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993293,0.0001369706,0.00009484296,0.0000143798,0.000002210302,0.00001832504,0.00005206719,0.000005244521,0.0003467215],"genre_scores_gemma":[0.9993662,0.00005940652,0.00009189275,0.00002408451,0.000006873794,0.00001467264,0.000143814,0.000001235059,0.000291749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001190637,"threshold_uncertainty_score":0.00378716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825866545823014,"score_gpt":0.2817352262095427,"score_spread":0.2634765607513125,"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."}}