{"id":"W2885550272","doi":"10.1016/j.cell.2018.07.033","title":"Systematic Analysis of Monoclonal Antibodies against Ebola Virus GP Defines Features that Contribute to Protection","year":2018,"lang":"en","type":"article","venue":"Cell","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Public Health Agency of Canada","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Epitope; Ebola virus; Biology; Virology; Monoclonal antibody; Neutralization; Antibody; Ebolavirus; Glycoprotein; Glycan; Epitope mapping; Immune system; Virus; Immunology; Molecular biology","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":[0.0002074402,0.0002871143,0.0002146592,0.0004484028,0.0001905897,0.0003064902,0.0002511573,0.0003331072,0.001195456],"category_scores_gemma":[0.0003203221,0.0001544014,0.0003250588,0.0002634633,0.000223479,0.0002071028,0.0002179432,0.0005456442,0.0003412228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425844,"about_ca_system_score_gemma":0.00016861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003931833,"about_ca_topic_score_gemma":0.000653523,"domain_scores_codex":[0.9998586,0.00002065654,0.00001568343,0.00003097771,0.00002983558,0.00004422448],"domain_scores_gemma":[0.9998171,0.00005604892,0.00003813059,0.00003045061,0.00003889489,0.00001943479],"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":[0.00009264149,0.00002414486,0.0009737439,0.00001962155,0.000008997476,0.00003386002,0.00000807038,0.0000265004,0.9971814,0.00006593323,0.00003505954,0.001530088],"study_design_scores_gemma":[0.00003922508,0.0006792045,0.03313684,0.00001656691,0.0001409944,0.0009770833,0.0000733954,0.0008314659,0.9585246,0.0001656874,0.005409351,0.000005457329],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99292,0.001546705,0.003105469,0.00009975525,0.00003535172,0.00003866859,0.000289442,0.00003719531,0.001927289],"genre_scores_gemma":[0.9940215,0.0009403143,0.002759749,0.0001389667,0.00001769956,0.0000318991,0.000926054,0.00002355828,0.001140254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001195456,"threshold_uncertainty_score":0.003999233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03009648041645223,"score_gpt":0.3125560180241611,"score_spread":0.2824595376077088,"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."}}