{"id":"W2591355966","doi":"10.1089/aid.2016.0299","title":"Beyond Viral Neutralization","year":2017,"lang":"en","type":"review","venue":"AIDS Research and Human Retroviruses","topic":"Immune Cell Function and Interaction","field":"Immunology and Microbiology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Antibody-dependent cell-mediated cytotoxicity; Antibody; Virology; Epitope; Biology; Effector; Neutralization; Neutralizing antibody; Antibody opsonization; Immunology; Virus; Monoclonal antibody; Opsonin","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005952658,0.000315191,0.0009282376,0.0007099282,0.001878959,0.0003006133,0.0004547922,0.0006178257,0.001890699],"category_scores_gemma":[0.0002126166,0.0002533188,0.0002336383,0.0001154346,0.0007284961,0.0003069742,0.0002630568,0.001410925,0.001997649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092107,"about_ca_system_score_gemma":0.000148493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002839992,"about_ca_topic_score_gemma":0.00003085472,"domain_scores_codex":[0.9976682,0.0006511547,0.0004634802,0.0005108516,0.00009933233,0.0006069824],"domain_scores_gemma":[0.9986297,0.0002176473,0.0002550548,0.0006540106,0.0001943008,0.00004921609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005297055,0.0001416813,0.0001546782,0.002825911,0.0004175772,0.00001039073,0.00006954221,8.148193e-9,0.0003815698,0.02642711,0.08308782,0.8864307],"study_design_scores_gemma":[0.0002707875,0.0009985379,0.00007823637,0.001356991,0.0001030628,0.00004548359,0.00002723451,8.919435e-9,0.0001024149,0.0004886886,0.9962984,0.0002301404],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001342448,0.9813322,0.000003474394,0.000008409414,0.001384466,0.0004593132,0.00001858501,0.00006152487,0.01659774],"genre_scores_gemma":[0.001344218,0.8876815,0.00000337525,0.00002190682,0.000170056,0.00007353315,0.0006526663,0.00004378988,0.110009],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9132106,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2172548413494365,"score_gpt":0.4529788792325132,"score_spread":0.2357240378830767,"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."}}