{"id":"W4403534081","doi":"10.1101/2024.10.11.24315327","title":"Measles Virus Genotype A in Canada’s Capital Region Wastewater Associated with Public Health Vaccination Initiatives","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Measles virus; Vaccination; Measles; Public health; Genotype; Virology; Capital (architecture); Environmental health; Economic growth; Medicine; Geography; Economics; Biology; Nursing","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":[0.0005711085,0.0003360802,0.0003384991,0.001322838,0.003014481,0.002255931,0.0007245198,0.0006134391,0.002491344],"category_scores_gemma":[0.002496057,0.0002037947,0.0003690944,0.002669793,0.0007555802,0.0003524972,0.001146756,0.000849238,0.0001767573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03059816,"about_ca_system_score_gemma":0.0547375,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9848994,"about_ca_topic_score_gemma":0.9910012,"domain_scores_codex":[0.9986619,0.0001131766,0.00005861145,0.0001705127,0.0003873392,0.0006085198],"domain_scores_gemma":[0.99748,0.0001327125,0.0004021301,0.00004977114,0.001266998,0.0006684617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001539603,0.00006953262,0.9818793,0.00008144288,0.00005267512,0.0004262271,0.0008719607,0.0002528758,0.0006341644,0.0003177795,0.004216921,0.01104311],"study_design_scores_gemma":[0.000005671409,0.00005322283,0.9875728,0.00009171881,0.00003483345,0.0002387799,0.006258728,0.0006261296,0.000383223,0.0001193702,0.004594771,0.00002077796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867403,0.0008751071,0.00028699,0.001600733,0.00004702832,0.00007403088,0.004658306,0.00002485169,0.005692498],"genre_scores_gemma":[0.9964168,0.0004623123,0.0002610586,0.0003146445,0.0000137803,0.00001331086,0.001104386,0.000007676874,0.001406054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03059816,"threshold_uncertainty_score":0.2220063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04731008334285359,"score_gpt":0.2811316931015457,"score_spread":0.2338216097586922,"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."}}