{"id":"W4281550150","doi":"10.1007/s11030-022-10449-x","title":"Monoclonal antibody designed for SARS-nCoV-2 spike protein of receptor binding domain on antigenic targeted epitopes for inhibition to prevent viral entry","year":2022,"lang":"en","type":"article","venue":"Molecular Diversity","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Umm Al-Qura University","keywords":"Epitope; Monoclonal antibody; Antibody; In silico; Antigen; Virology; Spike Protein; Coronavirus; Biology; Coronavirus disease 2019 (COVID-19); Immunology; Gene; Biochemistry; Medicine; Infectious disease (medical specialty)","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":[0.0002542024,0.0006762584,0.0005279274,0.0004248358,0.0003138285,0.0003000709,0.0006942638,0.0008899163,0.002890873],"category_scores_gemma":[0.0001886308,0.0002968048,0.0004825026,0.0002491712,0.0001785578,0.0001870194,0.0002481014,0.001322855,0.0007061303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008018861,"about_ca_system_score_gemma":0.0004029401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001127677,"about_ca_topic_score_gemma":0.001505083,"domain_scores_codex":[0.9996815,0.00002931527,0.00001846222,0.00007079911,0.00007233125,0.0001276418],"domain_scores_gemma":[0.9999083,0.00001778114,0.00001186878,0.000009035618,0.00002931362,0.00002357897],"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":[0.0001178539,0.0001542835,0.0001319467,0.000044737,0.00002448044,0.00006357839,0.00001327933,0.0002254364,0.996466,0.0002345692,0.0002214157,0.002302345],"study_design_scores_gemma":[0.0002743693,0.001170053,0.00183902,0.00001535579,0.0001103704,0.0005554854,0.00001558408,0.002563733,0.9836323,0.0001271575,0.009682937,0.00001365292],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602469,0.00271862,0.02539937,0.0004756743,0.0004957176,0.0005277825,0.0008372501,0.0003628809,0.008935793],"genre_scores_gemma":[0.9703308,0.001672455,0.01641818,0.000838864,0.00009735962,0.0003438169,0.001995081,0.00004681793,0.008256585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002890873,"threshold_uncertainty_score":0.009670973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02696266544840854,"score_gpt":0.3147810002086756,"score_spread":0.287818334760267,"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."}}