{"id":"W4411752685","doi":"10.1101/2025.06.27.25330432","title":"Cost-Effectiveness of Infant and Maternal RSV Immunization Strategies, in British Columbia, Canada","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; B.C. Women's Hospital & Health Centre; BC Centre for Disease Control","funders":"","keywords":"Immunization; Medicine; Business; Immunology; Antibody","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001775383,0.001029056,0.0009893266,0.001305584,0.001408457,0.001881486,0.002448201,0.000988699,0.00372688],"category_scores_gemma":[0.007470391,0.0005960682,0.001066704,0.001978308,0.0007082236,0.0005209384,0.001001288,0.001101285,0.0002107631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1161128,"about_ca_system_score_gemma":0.1140709,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9963939,"about_ca_topic_score_gemma":0.9966126,"domain_scores_codex":[0.9978242,0.0005884448,0.0001235183,0.0002378269,0.0003824715,0.0008437181],"domain_scores_gemma":[0.996311,0.0009911279,0.0003444007,0.00007750469,0.001225638,0.001050328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005953045,0.001749972,0.4293515,0.001820919,0.002261017,0.001037377,0.0005209324,0.4644194,0.001190468,0.006633054,0.02663377,0.0584286],"study_design_scores_gemma":[0.003467988,0.002261335,0.3983482,0.001040518,0.001918653,0.0003882584,0.003891246,0.574461,0.001395741,0.00266346,0.009904173,0.0002593721],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720016,0.004417516,0.0008826649,0.002466092,0.00008208876,0.0004860475,0.01245016,0.00008625642,0.007127559],"genre_scores_gemma":[0.9909797,0.001689619,0.001218718,0.0003822773,0.000008744725,0.0001438322,0.002878244,0.00001325512,0.002685542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161128,"threshold_uncertainty_score":0.842461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542658317659438,"score_gpt":0.3393932839362295,"score_spread":0.3039667007596351,"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."}}