{"id":"W4388634067","doi":"10.3390/vaccines11111711","title":"Comparative Effectiveness of Bivalent (Original/Omicron BA.4/BA.5) COVID-19 Vaccines in Adults","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"National Center for Advancing Translational Sciences; Moderna","keywords":"Medicine; Bivalent (engine); Coronavirus disease 2019 (COVID-19); Confidence interval; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Outpatient clinic; Population; Internal medicine; Virology; Disease; Environmental health","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":[0.00407386,0.0003576954,0.0008651352,0.0002921172,0.0001103454,0.0005583256,0.0003405306,0.0007049079,0.001090447],"category_scores_gemma":[0.008257438,0.0002725163,0.002064272,0.000419121,0.0002463239,0.0005410418,0.0004471468,0.0005915567,0.0001377894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006768419,"about_ca_system_score_gemma":0.0004710309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003636932,"about_ca_topic_score_gemma":0.003793344,"domain_scores_codex":[0.9974046,0.001454608,0.0002881311,0.0004028883,0.0002164912,0.0002332914],"domain_scores_gemma":[0.9976132,0.0009653243,0.0008658089,0.0001548829,0.0001260279,0.0002747681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1232378,0.00140553,0.7539583,0.00146749,0.009373197,0.0002167075,0.0004700331,0.005055386,0.002115751,0.001000722,0.002215874,0.09948312],"study_design_scores_gemma":[0.01078741,0.06390541,0.9034542,0.0006781627,0.008995156,0.0003978615,0.0003734009,0.005724397,0.001699733,0.0005949936,0.003335652,0.00005357864],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994091,0.003850868,0.0002224852,0.0001838084,0.00002813288,0.00004569057,0.0008473475,0.000005663654,0.0007250599],"genre_scores_gemma":[0.9980898,0.0007548069,0.0002482278,0.000138803,0.00003313968,0.00005050918,0.0005617171,0.000002170357,0.0001207094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00407386,"threshold_uncertainty_score":0.02154487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05486047500413031,"score_gpt":0.3964951022950171,"score_spread":0.3416346272908868,"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."}}