{"id":"W2103772763","doi":"10.1016/j.clim.2004.02.004","title":"HLA-DR, ICAM-1, CD40, CD40L, and CD86 are incorporated to a similar degree into clinical human immunodeficiency virus type 1 variants expanded in natural reservoirs such as peripheral blood mononuclear cells and human lymphoid tissue cultured ex vivo","year":2004,"lang":"en","type":"article","venue":"Clinical Immunology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":47,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Biology; Peripheral blood mononuclear cell; Virus; Virology; CD40; Ex vivo; Immunology; CD86; Immune system; In vivo; T cell; In vitro; Cytotoxic T cell; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001348405,0.0006335977,0.001488012,0.00031963,0.0006601919,0.00009806448,0.0007928516,0.001478174,0.000491978],"category_scores_gemma":[0.001039688,0.0005452378,0.0001972542,0.0005672263,0.002122354,0.0002259401,0.0009529134,0.001811524,0.0009468171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925524,"about_ca_system_score_gemma":0.0003171776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003240329,"about_ca_topic_score_gemma":0.003595645,"domain_scores_codex":[0.993596,0.001714137,0.001851363,0.001498258,0.0001332948,0.001206977],"domain_scores_gemma":[0.9975213,0.0005115859,0.0004257238,0.001000353,0.0003007805,0.0002402624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003535307,0.004062972,0.04435856,0.00003331731,0.001277527,0.0009572726,0.001344366,0.00001200588,0.9386968,0.0005677826,0.001095049,0.004059013],"study_design_scores_gemma":[0.07264117,0.03378319,0.7490484,0.0006579186,0.0006687311,0.001402099,0.003266324,0.00001149053,0.1051563,0.007690406,0.02281781,0.002856174],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873546,0.009218346,0.000008468563,0.0009534745,0.0008062248,0.00103987,0.00006604315,0.0001360671,0.0004168735],"genre_scores_gemma":[0.9943055,0.002235648,0.0005315529,0.0004863448,0.00007533826,0.00005346259,0.0001978153,0.00006869395,0.002045642],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8335405,"threshold_uncertainty_score":0.9998311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05003869763857065,"score_gpt":0.3693008893013308,"score_spread":0.3192621916627602,"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."}}