{"id":"W4402929782","doi":"10.3390/vaccines12101107","title":"Comparative Effectiveness of the Bivalent (Original/Omicron BA.4/BA.5) mRNA COVID-19 Vaccines mRNA-1273.222 and BNT162b2 Bivalent in Adults with Underlying Medical Conditions in the United States","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Moderna","keywords":"Bivalent (engine); Coronavirus disease 2019 (COVID-19); Messenger RNA; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Computational biology; Chemistry; Medicine; Genetics; Biology; Gene; Internal 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":[0.001455196,0.0003321101,0.0006141351,0.0006783449,0.0001623073,0.00006981692,0.0003851798,0.0001308476,0.00004106599],"category_scores_gemma":[0.0003815588,0.0001735898,0.00009842157,0.002361533,0.0002194242,0.0001392703,0.0001384395,0.0006886983,0.000009264039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650258,"about_ca_system_score_gemma":0.0008416274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003948337,"about_ca_topic_score_gemma":0.003338094,"domain_scores_codex":[0.9970333,0.0007363113,0.0004962647,0.0005333867,0.0007526159,0.0004481001],"domain_scores_gemma":[0.9961306,0.003055129,0.00009714241,0.0004392983,0.0001674085,0.0001103481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003873316,0.000686774,0.9705637,0.005259227,0.0003072512,0.0005169307,0.01026324,0.0002112593,0.005273273,0.001699521,0.0009590584,0.0003864533],"study_design_scores_gemma":[0.01349012,0.001244528,0.9145595,0.008565703,0.0002451574,0.0005473907,0.01169537,0.009860052,0.01613328,0.001810457,0.02132828,0.0005201744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989274,0.002780525,0.0000853105,0.005803532,0.000150766,0.001656029,0.00004812357,0.00006389843,0.0001377767],"genre_scores_gemma":[0.995231,0.0002846634,0.00001539171,0.004065327,0.00007719519,0.0002364312,0.00004545525,0.00003159726,0.00001291667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05600422,"threshold_uncertainty_score":0.7078785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05368255169573867,"score_gpt":0.3918545208659657,"score_spread":0.338171969170227,"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."}}