{"id":"W2517721391","doi":"10.1128/jcm.00765-16","title":"Multicenter Evaluation of BD Max Enteric Parasite Real-Time PCR Assay for Detection of Giardia duodenalis, Cryptosporidium hominis, Cryptosporidium parvum, and Entamoeba histolytica","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"Becton Dickinson (Canada)","funders":"","keywords":"Entamoeba histolytica; Cryptosporidium parvum; Cryptosporidium; Giardia; Biology; Microbiology; Diarrhea; Multiplex; Gold standard (test); Virology; Parasitology; Feces; Serology; Trichrome stain; Parasite hosting; Medicine; Antibody; Immunology; Gastroenterology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004673983,0.0002447585,0.001196105,0.0002266417,0.00008241491,0.000006109348,0.0002033614,0.0006299773,0.000300358],"category_scores_gemma":[0.004020873,0.0001702452,0.0005042195,0.00009574012,0.0007200905,0.0001253226,0.0000653283,0.0002913777,0.00004698774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009827868,"about_ca_system_score_gemma":0.0002725769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002354157,"about_ca_topic_score_gemma":0.00001012675,"domain_scores_codex":[0.995761,0.001127326,0.002362024,0.0003213563,0.00006456157,0.0003637227],"domain_scores_gemma":[0.9918784,0.004182814,0.002262915,0.0002850839,0.001316315,0.00007449833],"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":[0.002046139,0.0005617061,0.02916403,0.0000373691,0.0005812994,0.000002648584,0.00005625239,0.000003988189,0.9551769,0.0001187955,0.002504457,0.009746338],"study_design_scores_gemma":[0.02222971,0.005376786,0.1575304,0.0004425339,0.002510777,0.0008817633,0.0001014327,0.00004825497,0.7704968,0.0008474935,0.03902993,0.0005040931],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893079,0.001026199,0.005235446,0.0003414303,0.003269285,0.0004474729,0.000233207,0.00001140975,0.0001276218],"genre_scores_gemma":[0.9973806,0.001208456,0.0008770517,0.00007456461,0.0002352138,0.00001345268,0.00003728608,0.00002077762,0.0001526037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1846801,"threshold_uncertainty_score":0.6942397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03187101070992018,"score_gpt":0.3435441746332724,"score_spread":0.3116731639233522,"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."}}