{"id":"W4327547206","doi":"10.1080/22221751.2023.2192821","title":"Bivalent vaccines effectively protect mice against influenza A and respiratory syncytial viruses","year":2023,"lang":"en","type":"article","venue":"Emerging Microbes & Infections","topic":"Respiratory viral infections research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; National Research Council Canada; Public Health Agency of Canada; University of Ottawa; Health Canada","funders":"Health Canada","keywords":"Virology; Vaccination; Bivalent (engine); Virus; Biology; Antigen; Immunology; Medicine; Respiratory tract infections; Respiratory system","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007569614,0.0003628569,0.0004319089,0.001538786,0.0008654527,0.0001226885,0.0001189382,0.0001940004,0.0001208897],"category_scores_gemma":[0.0007472461,0.0003438263,0.0002033357,0.00231303,0.000198996,0.0003416402,0.0002485853,0.0007109899,0.0006443399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002454461,"about_ca_system_score_gemma":0.0002379458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003378103,"about_ca_topic_score_gemma":0.0001324534,"domain_scores_codex":[0.9975618,0.0003026634,0.0005251443,0.0006455127,0.0003145529,0.0006503256],"domain_scores_gemma":[0.9985971,0.000271635,0.0001208801,0.0004743369,0.0002788113,0.0002572267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001363988,0.0003065951,0.1436336,0.0004053487,0.0003167932,0.0000719774,0.000331347,0.0003662147,0.8395323,0.0001213178,0.006783694,0.007994416],"study_design_scores_gemma":[0.003934329,0.001888863,0.2645571,0.000708261,0.0002546804,0.0002169506,0.0003093381,0.0003696751,0.1718055,0.0001040315,0.5550026,0.0008486409],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938747,0.0008044736,0.0002292366,0.0002279379,0.000428947,0.001522029,0.00002241437,0.001061849,0.00182846],"genre_scores_gemma":[0.9953405,0.0002160412,0.0001331056,0.002191256,0.0006910154,0.0008136782,0.00001085658,0.0001374714,0.0004660584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6677269,"threshold_uncertainty_score":0.9999014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06668396417073469,"score_gpt":0.3874277814224341,"score_spread":0.3207438172516994,"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."}}