{"id":"W4362636468","doi":"10.1056/nejmoa2216480","title":"Bivalent Prefusion F Vaccine in Pregnancy to Prevent RSV Illness in Infants","year":2023,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":925,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Pfizer","keywords":"Bivalent (engine); Medicine; Pregnancy; Virology; Pediatrics; Biology; Chemistry; Genetics","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":[0.001586361,0.0003803573,0.0007894668,0.0002011213,0.0001319724,0.0002111778,0.0003368929,0.0006701337,0.0008608712],"category_scores_gemma":[0.001359986,0.0001779824,0.0003160718,0.000127243,0.0004004486,0.0001857324,0.0002184234,0.0006946576,0.00008151326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002433068,"about_ca_system_score_gemma":0.0004899601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032411,"about_ca_topic_score_gemma":0.000615239,"domain_scores_codex":[0.9996281,0.0002221293,0.0000288884,0.00004581154,0.00003714449,0.00003790619],"domain_scores_gemma":[0.9996192,0.0001671711,0.0001008873,0.0000222257,0.00001990257,0.00007044421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6586167,0.01287305,0.01153779,0.002588659,0.0009739874,0.0002000459,0.0003687321,0.002140513,0.05166342,0.0005863759,0.0009335291,0.2575173],"study_design_scores_gemma":[0.2984156,0.6585354,0.02364487,0.0003910869,0.0008083866,0.0004516683,0.00009043081,0.001650025,0.01237578,0.0004508988,0.003160473,0.00002536547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927759,0.005535039,0.0006299427,0.0001642094,0.0000697893,0.0004264623,0.00006147224,0.00002306366,0.0003141449],"genre_scores_gemma":[0.996003,0.001866516,0.001186421,0.000118792,0.00004479346,0.0004752801,0.00005931142,0.000002163843,0.0002438084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001586361,"threshold_uncertainty_score":0.008389592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708627297316829,"score_gpt":0.3841738780379479,"score_spread":0.3370876050647796,"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."}}