{"id":"W2107778798","doi":"10.1086/676875","title":"Pediatric <i>Clostridium difficile</i> Infection: 6-Year Active Surveillance in a Defined Patient Population","year":2014,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Children's Hospital of Eastern Ontario","funders":"University of Cambridge","keywords":"Clostridium difficile; Clostridium Infections; Medicine; Population; Medical emergency; Microbiology; Environmental health; Biology; Antibiotics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009563995,0.0003009921,0.0008934782,0.0003831764,0.0001496734,0.0000171606,0.00004353841,0.0003451281,0.0000653856],"category_scores_gemma":[0.004069857,0.0002684192,0.0001874146,0.0004881924,0.0001000761,0.0001175949,0.0000564224,0.0005898908,0.00005257347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002399396,"about_ca_system_score_gemma":0.00006648985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004605961,"about_ca_topic_score_gemma":0.000495199,"domain_scores_codex":[0.9971714,0.0006290295,0.0007789618,0.0006167975,0.0002028785,0.000600949],"domain_scores_gemma":[0.9976152,0.001379433,0.0002712574,0.000282427,0.0001985032,0.000253171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005105131,0.0003514217,0.9768517,0.00007273995,0.00004141201,0.000006914902,0.00004289289,0.0002335253,0.0002859318,0.0007291829,0.0006403893,0.0202334],"study_design_scores_gemma":[0.00415844,0.00234822,0.985521,0.00002574693,0.00005701868,0.0000472429,0.00001140296,0.002694416,0.0002533934,0.0004863573,0.004114471,0.000282339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993225,0.0003554325,0.0005682425,0.00341704,0.0006021463,0.0007642632,0.00002998946,0.0001213598,0.0009164949],"genre_scores_gemma":[0.9971102,0.001213507,0.0000560741,0.0005695753,0.0007677904,0.0001267045,0.00009912691,0.00002819015,0.00002887242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01995106,"threshold_uncertainty_score":0.9999768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341946776351402,"score_gpt":0.2783454612781857,"score_spread":0.2649259935146717,"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."}}