{"id":"W4401957216","doi":"10.21203/rs.3.rs-4791122/v1","title":"Reduced Cross-Protective Potential of Omicron Compared to Ancestral SARS-CoV-2 Spike Vaccines Against Potentially Zoonotic Coronaviruses","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Virology; Vaccination; Pandemic; Coronavirus; Antibody; Neutralizing antibody; Biology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Spike Protein; Virus; Medicine; Immunology; Disease; 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":[0.0002295743,0.0003285921,0.0003296256,0.0001721016,0.0001273032,0.0004340848,0.0002432261,0.0004465362,0.003730228],"category_scores_gemma":[0.0004224072,0.00008572464,0.0002275028,0.000102691,0.0001647103,0.0003537216,0.0002845662,0.000790291,0.0004323699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003478024,"about_ca_system_score_gemma":0.0002248048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000610267,"about_ca_topic_score_gemma":0.0005197391,"domain_scores_codex":[0.9998186,0.00003010732,0.00001124943,0.00003338114,0.00003304947,0.00007370575],"domain_scores_gemma":[0.9998571,0.00003992562,0.00002428862,0.00002033348,0.00002548075,0.00003286335],"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":[0.0009587512,0.0002098257,0.001530115,0.00009080918,0.00003979417,0.00006653195,0.00004171706,0.000765868,0.9849212,0.0004512246,0.0002599431,0.01066428],"study_design_scores_gemma":[0.0001774322,0.004924555,0.02088271,0.00003975589,0.000129843,0.0007917552,0.0001618706,0.004218247,0.9580282,0.0007460955,0.009884801,0.00001471447],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973366,0.0005056692,0.0005415525,0.00008898319,0.00004459539,0.000009223461,0.0002449558,0.00003015611,0.00119826],"genre_scores_gemma":[0.997619,0.0001737818,0.0005919199,0.0001054008,0.00001115236,0.000007404738,0.0006037764,0.00001458589,0.0008730058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003730228,"threshold_uncertainty_score":0.01247889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1238520408170141,"score_gpt":0.4591225878657467,"score_spread":0.3352705470487326,"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."}}