{"id":"W4406946807","doi":"10.1093/ofid/ofae631.1463","title":"P-1282. Saving Lives and Costs: Respiratory Syncytial Virus Wastewater Surveillance to Guide all infant prophylaxis in Ontario, Canada","year":2025,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Respiratory viral infections research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Ottawa; Agricultural Research Institute of Ontario","funders":"","keywords":"Medicine; Palivizumab; Environmental health; Pre-exposure prophylaxis; Virology; Virus; Pediatrics; Human immunodeficiency virus (HIV)","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":[0.000473743,0.0004100669,0.0002320631,0.0008146627,0.002333673,0.001482161,0.001077577,0.0004193158,0.01005583],"category_scores_gemma":[0.001177518,0.0002760768,0.0004928784,0.001181138,0.0005185459,0.0003636997,0.0009168714,0.0004022064,0.0008082499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06403459,"about_ca_system_score_gemma":0.132577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970651,"about_ca_topic_score_gemma":0.9987215,"domain_scores_codex":[0.999245,0.00006923349,0.00002882098,0.00006375217,0.000314788,0.0002782855],"domain_scores_gemma":[0.9984907,0.00005425712,0.0001289272,0.00002327047,0.0007020198,0.0006008606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004977416,0.000258592,0.525211,0.001415625,0.0001891995,0.0008530297,0.001434763,0.004087773,0.004620283,0.002778098,0.2388592,0.2197946],"study_design_scores_gemma":[0.0001535041,0.0002696033,0.8688818,0.0006270534,0.000096105,0.0002235301,0.003495539,0.006722164,0.00110166,0.0004505866,0.1179256,0.00005278272],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6495947,0.01637223,0.005369323,0.04945423,0.0006293907,0.001782561,0.07456277,0.001298252,0.2009366],"genre_scores_gemma":[0.9323885,0.004075584,0.007847343,0.002903642,0.00007025422,0.0002003031,0.009115804,0.0001067145,0.04329181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06403459,"threshold_uncertainty_score":0.4646056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676412452331664,"score_gpt":0.3187580122724717,"score_spread":0.3019938877491551,"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."}}