{"id":"W4229924422","doi":"10.1128/mmbr.00006-08","title":"The Membrane-Proximal External Region of the Human Immunodeficiency Virus Type 1 Envelope: Dominant Site of Antibody Neutralization and Target for Vaccine Design","year":2008,"lang":"en","type":"article","venue":"Microbiology and Molecular Biology Reviews","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Biology; Neutralization; Virology; Envelope (radar); Antibody; Human immunodeficiency virus (HIV); Viral envelope; Virus; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.000612694,0.0001981103,0.0005078966,0.00005409168,0.0005113123,0.000003088594,0.0002234068,0.0002464177,0.00001371505],"category_scores_gemma":[0.0001292073,0.0001019145,0.0001226837,0.000118835,0.0009552059,0.00002081249,0.0001293605,0.0001558223,0.000008240371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009468535,"about_ca_system_score_gemma":0.00005511161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004069066,"about_ca_topic_score_gemma":0.00001029255,"domain_scores_codex":[0.9979056,0.0009557764,0.000495168,0.0003060996,0.00001089768,0.0003264352],"domain_scores_gemma":[0.9990891,0.0001541489,0.0003143696,0.000321877,0.0001033601,0.00001719876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002977898,0.00007217215,0.007595884,0.00004979142,0.0001021037,0.000003380493,0.0001172522,7.701615e-7,0.9896114,0.0009030191,0.0002332803,0.001013093],"study_design_scores_gemma":[0.001751527,0.001121223,0.004981612,0.00007168049,0.00008856806,0.000746218,0.000009814029,0.000001535073,0.939224,0.0002272714,0.05163527,0.000141304],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8293236,0.1615985,0.007467496,0.0001487449,0.0001497835,0.001227933,0.00006285045,0.000005566143,0.00001547948],"genre_scores_gemma":[0.9648104,0.03386885,0.0006475396,0.00008175511,0.00000783416,0.0000609433,0.0002788402,0.0000116992,0.0002321463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354868,"threshold_uncertainty_score":0.4155954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02708476872039205,"score_gpt":0.3015756867651641,"score_spread":0.274490918044772,"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."}}