{"id":"W4390128002","doi":"10.1016/j.jval.2023.09.451","title":"EE182 Costs and Health Impact of Wastewater Surveillance to Guide Respiratory Syncytial Virus Prophylaxis in Canada, Compared to Clinical Surveillance","year":2023,"lang":"en","type":"article","venue":"Value in Health","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Environmental health; Respiratory system; Intensive care medicine; Internal medicine","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":[0.001303561,0.0004251046,0.00041796,0.001319238,0.001249865,0.002779115,0.0008394375,0.0008922938,0.004419958],"category_scores_gemma":[0.008740408,0.0003113743,0.001345956,0.002074208,0.0006665686,0.0005425665,0.001085457,0.001279935,0.0001772697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08125356,"about_ca_system_score_gemma":0.07615282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9908189,"about_ca_topic_score_gemma":0.9914408,"domain_scores_codex":[0.9971647,0.0005774451,0.0001434512,0.000176046,0.0010475,0.0008908918],"domain_scores_gemma":[0.9949403,0.0007325095,0.0006915513,0.00008182834,0.00240021,0.001153561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003497633,0.0004412427,0.8954958,0.0004785417,0.0008613766,0.0004145756,0.0003313133,0.01051978,0.0006838456,0.004090103,0.01326906,0.06991667],"study_design_scores_gemma":[0.0002345639,0.000408754,0.9754646,0.0003395265,0.0005674842,0.0002393767,0.001637735,0.01315793,0.0004994127,0.0005539507,0.006845329,0.00005140547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9522786,0.005214342,0.0004978465,0.009397235,0.0001772049,0.0001684936,0.01379319,0.00004155755,0.01843151],"genre_scores_gemma":[0.9930247,0.001177438,0.000448641,0.0006645228,0.00003517723,0.00001765344,0.00195824,0.00001142855,0.002662237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08125356,"threshold_uncertainty_score":0.5895386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513329513160802,"score_gpt":0.4667479452092924,"score_spread":0.3154149938932123,"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."}}