{"id":"W3194418812","doi":"10.1016/j.fawpar.2021.e00130","title":"A cloth-based hybridization array system for rapid detection of the food- and waterborne protozoan parasites Giardia duodenalis, Cryptosporidium spp. and Toxoplasma gondii","year":2021,"lang":"en","type":"article","venue":"Food and Waterborne Parasitology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Health Canada","keywords":"Cryptosporidium; Biology; Giardia; Sanger sequencing; Toxoplasma gondii; Polymerase chain reaction; Microbiology; Protozoa; Hybridization probe; Amplicon; Virology; DNA sequencing; DNA; Feces; Genetics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025171,0.0002905933,0.0005450504,0.0001092315,0.0004269565,0.0000400172,0.00009009187,0.0003646459,0.0000137475],"category_scores_gemma":[0.0001628966,0.0002169983,0.000107281,0.0001569797,0.0003948634,0.00008363803,0.0000584936,0.0001948376,0.000006990677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002914811,"about_ca_system_score_gemma":0.00008639469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005073746,"about_ca_topic_score_gemma":0.0001055705,"domain_scores_codex":[0.9982242,0.0003374249,0.0004640163,0.0005070578,0.00004517139,0.000422108],"domain_scores_gemma":[0.9988454,0.0003646731,0.0002190773,0.0003005572,0.0002169503,0.00005332123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005883133,0.0002468377,0.09832939,0.0007975629,0.0005834736,0.000008415418,0.0004061928,0.00004992298,0.8935822,0.003705754,0.0002398404,0.001462076],"study_design_scores_gemma":[0.002393631,0.001284354,0.05085024,0.0001029475,0.0002451827,0.0006435476,0.0001739061,0.00005803539,0.9395409,0.0003287456,0.004124685,0.0002538781],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887235,0.003263354,0.00526938,0.0004402459,0.0009155189,0.001022725,0.0002163231,0.00006396332,0.00008498365],"genre_scores_gemma":[0.9989511,0.0001285873,0.0002613746,0.00007790622,0.00008047418,0.0002931126,0.0001387857,0.00002614574,0.00004248126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04747915,"threshold_uncertainty_score":0.8848934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007807474856521879,"score_gpt":0.2233450610974631,"score_spread":0.2155375862409412,"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."}}