{"id":"W2128908592","doi":"10.1371/journal.pone.0137455","title":"Detection of Cryptosporidium parvum Oocysts on Fresh Produce Using DNA Aptamers","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Health Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Aptamer; Cryptosporidium parvum; Systematic evolution of ligands by exponential enrichment; Cryptosporidium; Biology; SELEX Aptamer Technique; Primer (cosmetics); DNA; Detection limit; Microbiology; Chromatography; Chemistry; Molecular biology; Gene; RNA; Biochemistry","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":[0.0001594954,0.000100306,0.0002022045,0.00009616845,0.00007901598,0.000004681023,0.00006192702,0.0001377244,0.00006159817],"category_scores_gemma":[0.000501836,0.00009753567,0.00003546766,0.0001289729,0.0001022252,0.00004964678,0.00002198442,0.0001557822,0.0003030327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006432868,"about_ca_system_score_gemma":0.00006703375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001283977,"about_ca_topic_score_gemma":0.00001518667,"domain_scores_codex":[0.9993195,0.00007323351,0.0001846259,0.0001739039,0.00005187905,0.000196881],"domain_scores_gemma":[0.9993806,0.00008889606,0.0001031153,0.0002250737,0.0001751599,0.00002708223],"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":[0.0001224699,0.001175453,0.003938863,0.00002221582,0.0001871794,0.000002256879,0.0001512122,0.00003581308,0.9936843,0.0001793274,0.0002790756,0.0002218392],"study_design_scores_gemma":[0.0006421428,0.0004003275,0.002500161,0.0000761077,0.0001297043,0.00001039346,0.0001139845,0.00003416846,0.9954465,0.0001225978,0.0004135226,0.0001103827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970816,0.0001880038,0.0002133464,0.00004404036,0.0005081098,0.0001885,0.00001724578,0.00005002198,0.001709107],"genre_scores_gemma":[0.9993431,0.00001528988,0.0002707579,0.00004739214,0.00008100288,0.00001126062,0.00001647015,0.0000116244,0.0002031001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002261477,"threshold_uncertainty_score":0.3977389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07206177539350465,"score_gpt":0.254105460319015,"score_spread":0.1820436849255104,"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."}}