{"id":"W1977646614","doi":"10.1128/jcm.06597-11","title":"Detection of Toxigenic Clostridium difficile: Comparison of the Cell Culture Neutralization, Xpert C. difficile, Xpert C. difficile/Epi, and Illumigene C. difficile Assays","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Food and Drug Administration; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"C difficile; Clostridium difficile; Microbiology; Clostridium Infections; Neutralization; Clostridiaceae; Virology; Medicine; Biology; Antibiotics; Toxin","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001760391,0.000541426,0.002362816,0.0003105329,0.0002025292,0.00002293502,0.000605477,0.001023049,0.0002830488],"category_scores_gemma":[0.001932799,0.0003499363,0.001112759,0.0007324325,0.001037582,0.0001330552,0.000337084,0.00177035,0.00001930926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002000853,"about_ca_system_score_gemma":0.0004799493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005562981,"about_ca_topic_score_gemma":0.00003446694,"domain_scores_codex":[0.9931682,0.0009139195,0.004000015,0.0004983164,0.0005274357,0.0008921598],"domain_scores_gemma":[0.9937161,0.001230783,0.002460689,0.0007778095,0.001244852,0.0005698033],"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":[0.001507384,0.004138367,0.02918039,0.0002536697,0.0003306918,0.000006959631,0.000634422,0.00006080958,0.9538773,0.00003187781,0.006212921,0.003765147],"study_design_scores_gemma":[0.00445663,0.003105556,0.01664542,0.0002624697,0.0006194232,0.0004289498,0.0007730341,0.0001588788,0.9522834,0.00001198412,0.02091052,0.0003437568],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866102,0.009020748,0.0004034048,0.0007726929,0.001845021,0.0006768781,0.0001408045,0.0000213947,0.000508879],"genre_scores_gemma":[0.9948944,0.002601989,0.0001820555,0.0002404163,0.001391635,0.000006424757,0.00004144782,0.00006556178,0.0005760891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0146976,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04751584395778501,"score_gpt":0.3705454070760762,"score_spread":0.3230295631182912,"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."}}