{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002482867,0.000344134,0.0002647071,0.0001086836,0.0001966347,0.000531909,0.0002840312,0.0003501105,0.0007555413],"category_scores_gemma":[0.000148959,0.0001223263,0.0002218665,0.00007183745,0.0003285508,0.000425748,0.0002549323,0.0005305973,0.000441539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003684881,"about_ca_system_score_gemma":0.0002342323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002991679,"about_ca_topic_score_gemma":0.0003590279,"domain_scores_codex":[0.9999278,0.00001587653,0.000002624585,0.00001489766,0.00001462106,0.00002419068],"domain_scores_gemma":[0.9999423,0.00001653027,0.000009484752,0.000005751531,0.0000114637,0.00001439342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001249227,0.00001233031,0.0001795385,0.00004272383,0.00000249855,0.0001164042,0.0000174807,0.0001864241,0.9925863,0.001312662,0.00008399349,0.005334738],"study_design_scores_gemma":[0.00001893269,0.0003358637,0.001921245,0.00001781461,0.00001920743,0.001198387,0.0000667246,0.001596795,0.9858992,0.001192363,0.007725956,0.000007548053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9366424,0.02018807,0.03477263,0.0007536378,0.0001820472,0.00004685599,0.0001076418,0.00008227278,0.00722448],"genre_scores_gemma":[0.9883223,0.004008049,0.004940697,0.0001901044,0.00004302545,0.00001072492,0.00008390829,0.0000138021,0.002387409],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0007555413,"threshold_uncertainty_score":0.002673626,"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."}}