{"id":"W2150071247","doi":"10.1128/jcm.01305-07","title":"Yield of Stool Culture with Isolate Toxin Testing versus a Two-Step Algorithm Including Stool Toxin Testing for Detection of Toxigenic <i>Clostridium difficile</i>","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Consortium canadien en neurodégénérescence associée au vieillissement; Johns Hopkins University","keywords":"Clostridium difficile; Clostridium difficile toxin A; Toxin; Microbiology; Clostridium difficile toxin B; Glutamate dehydrogenase; Gold standard (test); Biology; Medicine; Antibiotics; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009551334,0.001104628,0.001537755,0.001177281,0.0002161315,0.001629883,0.00108324,0.001263513,0.0007396495],"category_scores_gemma":[0.03567648,0.0005908779,0.0009116673,0.0007488942,0.0004354481,0.001133837,0.001115858,0.001084266,0.0004214785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100829,"about_ca_system_score_gemma":0.001274791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009706593,"about_ca_topic_score_gemma":0.00128224,"domain_scores_codex":[0.9893497,0.004077881,0.001066541,0.0014811,0.00350266,0.0005221579],"domain_scores_gemma":[0.9750352,0.0155096,0.002903294,0.001974851,0.003562714,0.001014389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01276973,0.001675604,0.7396379,0.0004352514,0.0006421627,0.0005076625,0.0002956602,0.01966172,0.02346819,0.0002993662,0.001072949,0.1995337],"study_design_scores_gemma":[0.001427458,0.03189544,0.6489831,0.0002007112,0.001510641,0.005337968,0.0002639147,0.2477836,0.05832292,0.0009376731,0.003017139,0.0003194662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9772189,0.001158917,0.01899127,0.000512726,0.00008318482,0.0002808117,0.0001554926,0.0003123881,0.001286273],"genre_scores_gemma":[0.9619019,0.0002905096,0.0364581,0.0003471718,0.00006248955,0.0001334135,0.0004620683,0.00004652118,0.0002979198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009551334,"threshold_uncertainty_score":0.05051285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1177445156363723,"score_gpt":0.3967870801911897,"score_spread":0.2790425645548175,"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."}}