{"id":"W1995663075","doi":"10.1086/520984","title":"Spread and Epidemiology of Clostridium difficile Polymerase Chain Reaction Ribotype 027/Toxinotype III in The Netherlands","year":2007,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Ribotyping; Epidemiology; Clostridium difficile; Outbreak; Odds ratio; Polymerase chain reaction; Incidence (geometry); Diarrhea; Internal medicine; Molecular epidemiology; Clostridiaceae; Microbiology; Virology; Antibiotics; Biology; Genotype; Toxin","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009006028,0.0002516159,0.0003504231,0.0008935883,0.0002520189,0.001449817,0.0004630958,0.0004379587,0.0009973979],"category_scores_gemma":[0.00254714,0.0003388423,0.0004044239,0.001199607,0.0004000911,0.0004972841,0.0005283769,0.000387499,0.0001951158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001649445,"about_ca_system_score_gemma":0.001472464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1147126,"about_ca_topic_score_gemma":0.07607979,"domain_scores_codex":[0.9990348,0.0002997048,0.0000936732,0.0002464425,0.0001700951,0.0001553515],"domain_scores_gemma":[0.9986112,0.0002644765,0.0006093755,0.00004256488,0.0002607418,0.00021167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665357,0.00006448456,0.9751024,0.0001589821,0.0001313536,0.001938649,0.001186451,0.0005010923,0.001725848,0.0002714016,0.001374165,0.01737855],"study_design_scores_gemma":[0.00005876807,0.0001750842,0.9865417,0.0002492291,0.00006677095,0.003311501,0.003174569,0.001235864,0.0004804605,0.000137128,0.004538206,0.00003069266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930721,0.004125069,0.0003927552,0.0002773606,0.00002262583,0.00003815337,0.0006292911,0.000005591996,0.001437122],"genre_scores_gemma":[0.9962496,0.00184418,0.0006247735,0.0001361917,0.00001774133,0.0000248708,0.0006916482,0.00001031096,0.0004006921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1147126,"threshold_uncertainty_score":0.2280898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05866070108509915,"score_gpt":0.4019370913977359,"score_spread":0.3432763903126368,"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."}}