{"id":"W3214576010","doi":"10.3390/v13112231","title":"Cross-Strain Neutralizing and Protective Monoclonal Antibodies against EEEV or WEEV","year":2021,"lang":"en","type":"article","venue":"Viruses","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada","funders":"Defense Threat Reduction Agency","keywords":"Alphavirus; Virology; Biology; Togaviridae; Neutralization; Monoclonal antibody; Antibody; 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":[0.0000766619,0.0001600537,0.0002798456,0.00004487258,0.000137992,0.0001055989,0.00004736621,0.00006779318,0.0002815516],"category_scores_gemma":[0.0002004398,0.0001221912,0.0000897481,0.0001223096,0.0001167544,0.0001362867,0.00005218732,0.0001357152,0.00001872881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002164768,"about_ca_system_score_gemma":0.0001977329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006019338,"about_ca_topic_score_gemma":0.00004609276,"domain_scores_codex":[0.9990107,0.00004020199,0.0001934052,0.0003346411,0.0001637895,0.0002572796],"domain_scores_gemma":[0.9993975,0.0000675778,0.0000520972,0.0002078531,0.0001180646,0.0001568619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002867414,0.0005394896,0.3219642,0.0007570066,0.0006977103,0.003047501,0.001212409,0.00003257752,0.5682998,0.002600323,0.00113731,0.09684418],"study_design_scores_gemma":[0.005024677,0.0004199681,0.8763011,0.0004719426,0.0002811775,0.0001901343,0.001445686,0.0004729761,0.07552265,0.000372994,0.03901075,0.0004859476],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938241,0.003789449,0.00005640545,0.0005089433,0.00009319853,0.0003391321,0.0002008358,0.00007947317,0.001108455],"genre_scores_gemma":[0.9946427,0.0003317539,0.0002819212,0.003383125,0.0002957635,0.00005490195,0.00002543388,0.00002583067,0.0009586125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543368,"threshold_uncertainty_score":0.4982813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04398268552594731,"score_gpt":0.3458918271148705,"score_spread":0.3019091415889232,"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."}}