{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002885084,0.000290901,0.0004474378,0.0002926262,0.0001503971,0.0004667072,0.0003646026,0.0003979524,0.001067141],"category_scores_gemma":[0.004539746,0.0002085108,0.001326071,0.0003275668,0.000195701,0.0003710818,0.0003766718,0.0006252284,0.0001263172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006944289,"about_ca_system_score_gemma":0.0006067317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003800006,"about_ca_topic_score_gemma":0.004962417,"domain_scores_codex":[0.9985031,0.0006445528,0.0001518472,0.000300554,0.0002327574,0.0001672418],"domain_scores_gemma":[0.9975393,0.0007363074,0.001203212,0.0001524423,0.0001362492,0.0002325636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06535912,0.001286061,0.8733471,0.0006684083,0.005613025,0.0000731516,0.0001465077,0.002293419,0.002090539,0.0003214376,0.001233143,0.04756824],"study_design_scores_gemma":[0.004822265,0.03328602,0.9478997,0.0003557414,0.004747491,0.0002772009,0.0002443331,0.003508068,0.002121397,0.0002069147,0.002499753,0.00003113358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966996,0.001623167,0.0001027633,0.00008235763,0.00002237514,0.00003415513,0.0009288967,0.000003321533,0.0005032762],"genre_scores_gemma":[0.9985262,0.0004124529,0.0001177866,0.00007688488,0.00001393865,0.00003830014,0.000667399,0.000001705665,0.0001452808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003800006,"threshold_uncertainty_score":0.01525801,"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."}}