{"id":"W4403835246","doi":"10.3390/ijerph21111429","title":"A Review of Wastewater-Based Epidemiology for the SARS-CoV-2 Virus in Rural, Remote, and Resource-Constrained Settings Internationally: Insights for Implementation, Research, and Policy for First Nations in Canada","year":2024,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Inuit Tapiriit Kanatami; Trent University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Epidemiology; 2019-20 coronavirus outbreak; Resource (disambiguation); Virology; Environmental health; Economic growth; Political science; Geography; Medicine; Computer science; Economics; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007728019,0.0001944887,0.0008588889,0.001873842,0.0002162548,0.00005244316,0.0002768956,0.00009166306,0.00000590476],"category_scores_gemma":[0.00741353,0.0001355114,0.0001341552,0.000418537,0.0003509739,0.0001121137,0.0001313252,0.0006789753,2.27093e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002219601,"about_ca_system_score_gemma":0.005072458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05018545,"about_ca_topic_score_gemma":0.1773628,"domain_scores_codex":[0.9964819,0.0004663215,0.001613044,0.0003023383,0.0006480613,0.0004883321],"domain_scores_gemma":[0.9882877,0.01047587,0.0005969759,0.0001260159,0.0003557037,0.0001576639],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003161958,0.0002432883,0.0003067973,0.04202277,0.000493845,0.00002626097,0.000384561,3.614151e-7,0.0002033076,0.001764329,0.006239864,0.9479984],"study_design_scores_gemma":[0.00200215,0.001007042,0.0001477266,0.03347948,0.00003806442,0.0004242996,0.0009083499,0.0004207467,0.0000765013,0.001665872,0.9597209,0.0001088492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01029828,0.9442647,0.0001340255,0.04117107,0.000115658,0.003182602,0.000806889,0.000002996881,0.00002379984],"genre_scores_gemma":[0.01471944,0.9815679,0.0007108533,0.002262855,0.0002683472,0.0002503954,0.0001718496,0.00003282192,0.00001552847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9534811,"threshold_uncertainty_score":0.9561394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2566557399061392,"score_gpt":0.5166262042732885,"score_spread":0.2599704643671494,"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."}}