{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007058608,0.0002001095,0.000578351,0.0002996703,0.0001170084,0.00001269432,0.0001111849,0.00006360231,0.0004056417],"category_scores_gemma":[0.0003424622,0.000211184,0.00009350308,0.0004550733,0.00005216533,0.00005297473,0.0001217144,0.0002050187,0.000004270907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000417264,"about_ca_system_score_gemma":0.0002121613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004408045,"about_ca_topic_score_gemma":0.0002300968,"domain_scores_codex":[0.9977288,0.0002851166,0.000596774,0.0004408819,0.0006828703,0.0002655425],"domain_scores_gemma":[0.9985965,0.0004450407,0.0002899935,0.000279224,0.0003079804,0.00008122573],"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":[0.000819804,0.0004184525,0.02333239,0.00006179998,0.00003285853,0.000003737786,0.0009126778,0.000209725,0.9724143,0.000001981386,0.00007921497,0.001713135],"study_design_scores_gemma":[0.003396832,0.001061893,0.2897132,0.00005185222,0.0003567681,0.00002102957,0.001193072,0.007424846,0.6965121,0.00008031233,0.00001594617,0.0001721437],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962683,0.0003870219,0.0001438345,0.00004532172,0.000048608,0.001342557,0.001681741,0.00002950174,0.00005307208],"genre_scores_gemma":[0.9969446,0.00002882539,0.001345674,0.000007023595,0.0001366163,0.0001309547,0.001318986,0.0000332349,0.0000540961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2759022,"threshold_uncertainty_score":0.8611834,"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."}}