{"id":"W4280572819","doi":"10.3390/pathogens11050565","title":"Simplifying Schistosome Surveillance: Using Molecular Cercariometry to Detect and Quantify Cercariae in Water","year":2022,"lang":"en","type":"review","venue":"Pathogens","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates; Alberta Innovates - Technology Futures","keywords":"Snail; Biology; Environmental DNA; Ecology; Zoology; Evolutionary biology; Biodiversity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00104025,0.0008831153,0.00141061,0.003064921,0.0002010966,0.001038278,0.001013789,0.00130586,0.003566108],"category_scores_gemma":[0.001479491,0.0002988013,0.0008426399,0.00168572,0.0005097929,0.001472332,0.0007096237,0.001456214,0.001743096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000457181,"about_ca_system_score_gemma":0.001230404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001927997,"about_ca_topic_score_gemma":0.002934035,"domain_scores_codex":[0.9996396,0.00007852413,0.00004988261,0.00006585183,0.0001323669,0.00003367089],"domain_scores_gemma":[0.9994169,0.0002774096,0.00008917764,0.0000180964,0.0001586316,0.00003973533],"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":[0.00005160807,0.00004555591,0.0003601788,0.02611647,0.0001553239,0.0001300726,0.00004654227,0.0002430704,0.001317337,0.001900049,0.01384661,0.9557873],"study_design_scores_gemma":[0.00002659531,0.0001918568,0.002698561,0.01169822,0.0004257365,0.001641133,0.0001283617,0.0001713976,0.001069132,0.001805244,0.9801078,0.00003590571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001297586,0.998808,0.0001473475,0.0002370137,0.000103281,0.000005549644,0.00002474515,0.000008225302,0.0005359606],"genre_scores_gemma":[0.00108577,0.9980277,0.000253961,0.0001651097,0.00007216864,0.000006727386,0.00005039533,0.000002220476,0.0003359151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003566108,"threshold_uncertainty_score":0.01192987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07012556240626391,"score_gpt":0.3886395520328554,"score_spread":0.3185139896265915,"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."}}