{"id":"W2111990189","doi":"10.1086/521859","title":"Antimicrobial‐Associated Risk Factors for<i>Clostridium difficile</i>Infection","year":2008,"lang":"en","type":"review","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":600,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Clostridium difficile; Clindamycin; Medicine; Antimicrobial; Microbiology; Antimicrobial stewardship; Cephalosporin; Antibiotic resistance; Intensive care medicine; Antibiotics; Biology","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0005220572,0.001493962,0.006114625,0.0007164915,0.0008726321,0.0001544422,0.0003804887,0.001977891,0.0002527733],"category_scores_gemma":[0.01350276,0.001217192,0.007642091,0.001433273,0.0007087885,0.0001292137,0.0002980873,0.00251999,0.000399616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134702,"about_ca_system_score_gemma":0.002571733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002702271,"about_ca_topic_score_gemma":0.00004259887,"domain_scores_codex":[0.991859,0.001004695,0.003030703,0.001897566,0.0007906481,0.001417419],"domain_scores_gemma":[0.9889879,0.005847519,0.001684853,0.001373477,0.0007538676,0.001352352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002631052,0.0141735,0.04911812,0.01805135,0.006518544,0.0002818526,0.00002875748,0.00001125038,0.000004352765,0.00002403762,0.1500918,0.7614333],"study_design_scores_gemma":[0.003549887,0.00192262,0.002250398,0.006354171,0.01143956,0.00012416,0.00000628628,0.00003371669,0.00004709113,0.00002283067,0.9729192,0.001330116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04273445,0.9428509,0.00005955925,0.00003816436,0.002620856,0.005334169,0.004672309,0.001075651,0.0006139248],"genre_scores_gemma":[0.004867694,0.9856213,0.000006877613,0.0001015263,0.002591387,0.0004610443,0.005049241,0.000377676,0.0009231959],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8228273,"threshold_uncertainty_score":0.9997813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09789237478421149,"score_gpt":0.4145992968029369,"score_spread":0.3167069220187255,"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."}}