{"id":"W1760983328","doi":"10.1155/2009/573898","title":"Diagnostic Algorithm Using a Sensitive Broth Culture Method for Detection of <i>Clostridium difficile</i> Toxin from Stool Samples","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Notre-Dame","funders":"","keywords":"Clostridium difficile; Glutamate dehydrogenase; Neutralization; Microbiology; Feces; Clostridiaceae; Biology; Medicine; Toxin; Virology; Antibiotics; Glutamate receptor; Biochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001567467,0.0008261502,0.0006953471,0.003250236,0.0003653642,0.0008744956,0.001264989,0.0006680937,0.00140836],"category_scores_gemma":[0.006708885,0.0002677673,0.0005235436,0.0008316272,0.0003019462,0.0005982692,0.0007538975,0.0005641282,0.0008348292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00083788,"about_ca_system_score_gemma":0.001685943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281983,"about_ca_topic_score_gemma":0.002012245,"domain_scores_codex":[0.9978592,0.0005367733,0.0003929206,0.0002864701,0.0008290125,0.00009573226],"domain_scores_gemma":[0.9970729,0.0007080044,0.0006875607,0.0001332128,0.001202992,0.000195265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002202422,0.001177245,0.5761082,0.0007360345,0.0002102376,0.001778851,0.0003905832,0.006793452,0.07971679,0.001023504,0.00936546,0.3204972],"study_design_scores_gemma":[0.0008275119,0.005567058,0.5100474,0.0007247274,0.0007603876,0.02941631,0.0009810069,0.2754308,0.1477962,0.00291501,0.02524011,0.0002934991],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6359271,0.001961377,0.3429217,0.001814433,0.0003393599,0.004681474,0.00138391,0.003475078,0.007495478],"genre_scores_gemma":[0.468794,0.0005621131,0.5259296,0.0004481497,0.00008562606,0.001213471,0.00185099,0.00005732572,0.001058782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003250236,"threshold_uncertainty_score":0.008289635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184825387439237,"score_gpt":0.2831623508332539,"score_spread":0.2713140969588616,"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."}}