{"id":"W2131878862","doi":"10.1128/jcm.43.5.2375-2379.2005","title":"Detection of <i>Cyclospora cayetanensis</i> Oocysts in Human Fecal Specimens by Flow Cytometry","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Canada","funders":"Health Canada; Ontario Ministry of Health and Long-Term Care","keywords":"Flow cytometry; Cyclospora cayetanensis; Cyclospora; Biology; Feces; Microscopy; Cytometry; Stain; Fluorescence microscope; Microbiology; Staining; Cryptosporidium; Pathology; Molecular biology; Medicine; Fluorescence","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":[0.0004509477,0.000224521,0.000190334,0.0006661298,0.000295756,0.0004327534,0.0002055467,0.0002652553,0.0008679021],"category_scores_gemma":[0.0004932269,0.00009407607,0.0001258438,0.0004444505,0.0003272197,0.0001504213,0.0001396501,0.0001680816,0.0002393676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008207717,"about_ca_system_score_gemma":0.0006497211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02322771,"about_ca_topic_score_gemma":0.03108035,"domain_scores_codex":[0.9997246,0.0000460396,0.00002809008,0.00006569264,0.00009216456,0.0000434124],"domain_scores_gemma":[0.9997728,0.00005234896,0.00003740994,0.00001546774,0.00009588082,0.00002610745],"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":[0.0002053162,0.00006547958,0.0449806,0.0001291871,0.00001390843,0.0001134693,0.000142502,0.0001406859,0.9447036,0.00007561773,0.0003089238,0.009120665],"study_design_scores_gemma":[0.00008276007,0.001446313,0.4109445,0.00008530755,0.00009159796,0.001693153,0.0005396414,0.00594472,0.5665021,0.0001506914,0.01247338,0.0000458546],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981549,0.00110898,0.01142439,0.0001761984,0.00003865172,0.0003656009,0.001338088,0.0002930037,0.003706194],"genre_scores_gemma":[0.9528877,0.001635878,0.04002565,0.0002839454,0.00002659106,0.0002263627,0.002682919,0.00002607058,0.00220481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02322771,"threshold_uncertainty_score":0.04618502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01889309942365964,"score_gpt":0.3386687504063242,"score_spread":0.3197756509826646,"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."}}