{"id":"W4308774509","doi":"10.3390/microorganisms10112214","title":"Comparative Evaluation of Luminex xTAG® Gastrointestinal Pathogen Panel and Direct-From-Stool Real-Time PCR for Detection of C. difficile Toxin tcdB in Stool Samples from a Pediatric Population","year":2022,"lang":"en","type":"article","venue":"Microorganisms","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Women and Children’s Health Research Institute; University of Calgary; University of Alberta","funders":"Alberta Innovates","keywords":"Clostridioides; Clostridium difficile; Multiplex; Real-time polymerase chain reaction; Medicine; Clostridium difficile toxin A; Clostridium difficile toxin B; Microbiology; Pathogen; Feces; Multiplex polymerase chain reaction; Virology; Polymerase chain reaction; Internal medicine; Biology; Immunology; Antibiotics; Bioinformatics; Gene","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":[0.004003287,0.0005883729,0.000474075,0.0008516759,0.0002766199,0.0008732033,0.0006636467,0.0004873182,0.0004715243],"category_scores_gemma":[0.005501859,0.0003373197,0.0003263823,0.001022401,0.0005542726,0.0002915951,0.00038494,0.000398004,0.0001969597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001295779,"about_ca_system_score_gemma":0.00117864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03636738,"about_ca_topic_score_gemma":0.04609976,"domain_scores_codex":[0.9948902,0.001536749,0.0002164714,0.0008522614,0.0021981,0.000306122],"domain_scores_gemma":[0.9970591,0.001384591,0.0003969404,0.000236556,0.0007490339,0.0001737103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00529579,0.0006963024,0.7290865,0.0002817439,0.0003960782,0.0002982515,0.002123887,0.004101197,0.2036103,0.0002151461,0.0004204057,0.05347439],"study_design_scores_gemma":[0.0001303912,0.004770717,0.9211493,0.00002893167,0.0002351756,0.0008832382,0.0005922388,0.01189047,0.05893473,0.00004987277,0.001296465,0.00003850291],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996172,0.0004328993,0.002462716,0.00003029571,0.00001077895,0.00004650681,0.0002325221,0.0000360406,0.0005761451],"genre_scores_gemma":[0.9886641,0.0002834035,0.009451322,0.00006947733,0.00001042856,0.00006179294,0.0009378585,0.00001385322,0.0005078459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03636738,"threshold_uncertainty_score":0.0723114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06135808071915997,"score_gpt":0.3040479751243142,"score_spread":0.2426898944051542,"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."}}