{"id":"W4396645033","doi":"10.1016/s0016-5085(24)03571-6","title":"Tu1600 WASTEWATER-BASED SURVEILLANCE OF HEPATITIS E VIRUS ACROSS COMMUNITIES IN ALBERTA, CANADA","year":2024,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Hepatitis Viruses Studies and Epidemiology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hepatitis a virus; Virology; Wastewater; Hepatitis virus; Hepatitis E virus; Environmental health; Hepatitis A; Geography; Virus; Medicine; Hepatitis; Environmental science; Biology; Environmental engineering; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098125,0.0004709094,0.0005010401,0.00201112,0.002858636,0.001671824,0.001556566,0.0006605249,0.001260534],"category_scores_gemma":[0.001973081,0.0004516188,0.0004138296,0.004084435,0.0007860636,0.0003505923,0.00134223,0.0005657522,0.0001850732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03816698,"about_ca_system_score_gemma":0.0608843,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9979152,"about_ca_topic_score_gemma":0.9989942,"domain_scores_codex":[0.9983713,0.0002532629,0.00009317173,0.0001725567,0.0005974201,0.0005122871],"domain_scores_gemma":[0.997201,0.0001723376,0.0002574547,0.00004797708,0.001642427,0.000678906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002901067,0.0001302273,0.9682493,0.0002406556,0.0001145671,0.0003748167,0.003139233,0.0006566605,0.001396715,0.0003596408,0.004516774,0.02053128],"study_design_scores_gemma":[0.0000157689,0.00005794206,0.9934673,0.00007338751,0.00002803007,0.00007973951,0.003707914,0.0004420417,0.0001437325,0.00003080507,0.001940161,0.00001331113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860719,0.001280904,0.0004800368,0.0007345218,0.00003740822,0.0002128475,0.005606125,0.00004178261,0.005534458],"genre_scores_gemma":[0.9914723,0.0009375211,0.001159058,0.0004752036,0.00001512641,0.00008201536,0.001940759,0.00001418423,0.003903742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03816698,"threshold_uncertainty_score":0.2769222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976112697818576,"score_gpt":0.2817040795556327,"score_spread":0.2619429525774469,"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."}}