{"id":"W4220760356","doi":"10.3390/microorganisms10030559","title":"Verification and Use of the US-FDA BAM 19b Method for Detection of Cyclospora cayetanensis in a Survey of Fresh Produce by CFIA Laboratory","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Public Health Agency; Public Health Agency of Canada; Canadian Food Inspection Agency","keywords":"Cyclospora cayetanensis; Berry; Biology; Herb; Horticulture; Veterinary medicine; Food science; Medicine; Traditional medicine; Microbiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005156273,0.0005774422,0.0003994215,0.0009467125,0.0007408811,0.000679713,0.000736431,0.0006121271,0.001312186],"category_scores_gemma":[0.004753102,0.0003248927,0.0004883191,0.0006814116,0.0007806717,0.0003135665,0.0004865844,0.0004589862,0.0008817414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001008916,"about_ca_system_score_gemma":0.001130485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0298136,"about_ca_topic_score_gemma":0.04781439,"domain_scores_codex":[0.99452,0.001285155,0.0005338281,0.001152467,0.002127493,0.000381073],"domain_scores_gemma":[0.995892,0.0006250396,0.0005699148,0.000561712,0.0021805,0.0001707237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002902411,0.0002856015,0.1754549,0.0001192325,0.00005642458,0.0002007644,0.0009322802,0.0004277968,0.8073514,0.0002093509,0.0007008441,0.01397118],"study_design_scores_gemma":[0.00005322094,0.002810327,0.4853219,0.0001027717,0.000189665,0.0009545299,0.0007371039,0.004376191,0.493522,0.00009947913,0.01176358,0.000069281],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526588,0.0002662165,0.03776683,0.0001650243,0.00006689354,0.0008475263,0.003006798,0.0003522674,0.004869753],"genre_scores_gemma":[0.9011098,0.0002531151,0.09065764,0.0003223055,0.00001932949,0.000692312,0.00408341,0.0001001238,0.002761912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0298136,"threshold_uncertainty_score":0.0592801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167366641945765,"score_gpt":0.2417694800419541,"score_spread":0.2300958136224965,"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."}}