{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001053513,0.001119307,0.0008674072,0.001253663,0.0004969458,0.0006642811,0.0007396804,0.00127471,0.004186238],"category_scores_gemma":[0.001079385,0.0007365843,0.0009254431,0.0008324854,0.0003698889,0.000623681,0.0008133326,0.0007771349,0.002988311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705855,"about_ca_system_score_gemma":0.0004742662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004746194,"about_ca_topic_score_gemma":0.0008743806,"domain_scores_codex":[0.9981436,0.0004964745,0.0001096296,0.0006015434,0.0005558098,0.00009307979],"domain_scores_gemma":[0.9991876,0.0002648385,0.0001210064,0.0001209584,0.0002028329,0.0001026571],"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":[0.00008027277,0.00004285924,0.0008704481,0.0001033973,0.00002751228,0.00004359862,0.00003462876,0.0001832389,0.9843343,0.0001439075,0.0003069569,0.013829],"study_design_scores_gemma":[0.00003495068,0.001612487,0.008216411,0.00002857416,0.000195179,0.001481093,0.00007909746,0.01793167,0.9510852,0.0001955602,0.01902551,0.0001145004],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2470096,0.002099006,0.7276617,0.000459709,0.0006456165,0.0006991872,0.001749559,0.009072015,0.01060368],"genre_scores_gemma":[0.319142,0.001186709,0.6557052,0.0006034469,0.0001408821,0.0008124131,0.002391382,0.0002459184,0.01977203],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004186238,"threshold_uncertainty_score":0.01400435,"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."}}