{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006272221,0.0001724748,0.0003118695,0.0003079452,0.0004725342,0.00001429944,0.0001995072,0.00007535455,0.00002812443],"category_scores_gemma":[0.0001526201,0.0001865478,0.0002950838,0.000315753,0.00004577701,0.00005520737,0.0004745552,0.000167326,0.00001360834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003652115,"about_ca_system_score_gemma":0.0001847272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000810881,"about_ca_topic_score_gemma":0.00000266572,"domain_scores_codex":[0.9981625,0.0001497974,0.0002276702,0.0004495432,0.0006202454,0.0003902299],"domain_scores_gemma":[0.9993868,0.00005324044,0.000106666,0.0002581067,0.0001363446,0.00005877341],"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":[0.003779978,0.000676805,0.002561335,0.0001943972,0.0001283852,0.00004819529,0.0003709894,0.00001012575,0.99019,0.0002470497,0.0008669904,0.0009257608],"study_design_scores_gemma":[0.002831016,0.002832794,0.0006856163,0.00007703141,0.00006124646,0.000002960869,0.0001553535,0.00006903458,0.9823207,0.0003252218,0.01045332,0.0001857716],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749647,0.00005901212,0.01983486,0.0004185494,0.00009439032,0.004136072,0.0004053653,0.00003828951,0.00004870006],"genre_scores_gemma":[0.9885998,8.046618e-7,0.007449812,0.003349552,0.0000560851,0.0002700956,0.0001975496,0.00002723599,0.00004903257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01363508,"threshold_uncertainty_score":0.7607197,"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."}}