{"id":"W4205640669","doi":"10.3410/f.13371099.15541056","title":"Faculty Opinions recommendation of A potent and broad neutralizing antibody recognizes and penetrates the HIV glycan shield.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"SLAC National Accelerator Laboratory; Biological and Environmental Research; Basic Energy Sciences; National Institute of Allergy and Infectious Diseases; National Center for Research Resources; International AIDS Vaccine Initiative; National Institute of General Medical Sciences; Engineering and Physical Sciences Research Council; Canadian Institutes of Health Research; National Cancer Institute; Ragon Institute of MGH, MIT and Harvard; Office of Science; National Institutes of Health; U.S. Department of Energy","keywords":"Glycan; Human immunodeficiency virus (HIV); Antibody; Chemistry; Virology; Political science; Medicine; Glycoprotein; Immunology; Biochemistry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003761787,0.0006779908,0.0007564094,0.001620341,0.002204276,0.007167147,0.001480676,0.005596146,0.5512657],"category_scores_gemma":[0.01323322,0.0005300127,0.001040109,0.002173991,0.001115532,0.002874237,0.002048757,0.003766455,0.4165248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002870578,"about_ca_system_score_gemma":0.01081633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006338167,"about_ca_topic_score_gemma":0.01282486,"domain_scores_codex":[0.9958444,0.0003138002,0.0002393869,0.0003900481,0.002745394,0.0004668695],"domain_scores_gemma":[0.9821191,0.0007771438,0.0007331629,0.0009496731,0.010713,0.004708022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002674842,0.00004332832,0.0002604439,0.0001403939,0.000006068336,0.00006482733,0.00002376826,0.00003178004,0.0006896113,0.001105972,0.9395048,0.05810237],"study_design_scores_gemma":[0.00001092434,0.00001892868,0.0003837899,0.0001044013,0.000004745118,0.0000452012,0.00005550565,0.00003621628,0.0002219803,0.0006802012,0.9984315,0.000006472016],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.00132337,0.004534306,0.00310678,0.1173859,0.07189292,0.0005905122,0.00719326,0.001572423,0.7924005],"genre_scores_gemma":[0.006094142,0.006813188,0.003293331,0.02645455,0.0176098,0.000155596,0.004176185,0.0006534032,0.9347498],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5512657,"threshold_uncertainty_score":0.640065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03417601080151701,"score_gpt":0.358444246029737,"score_spread":0.32426823522822,"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."}}