{"id":"W2959167119","doi":"10.1093/cid/ciz626","title":"Predictors of Clostridioides difficile Infection Among Asymptomatic, Colonized Patients: A Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University; Ste. Anne's Hospital; Université Laval; McGill University Health Centre; Centre hospitalier universitaire de Québec","funders":"Merck","keywords":"Medicine; Internal medicine; Retrospective cohort study; Clostridium difficile; Odds ratio; Asymptomatic; Clostridioides; Antibiotics; Microbiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000655781,0.0003685555,0.0004972208,0.0006618813,0.0005881523,0.0006614074,0.0003462374,0.0003929574,0.0009602998],"category_scores_gemma":[0.00173094,0.0004681504,0.0004445706,0.001063994,0.0002986174,0.0004537453,0.0004130786,0.0006596363,0.0001572011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003701404,"about_ca_system_score_gemma":0.0007206766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007044734,"about_ca_topic_score_gemma":0.006754206,"domain_scores_codex":[0.9994839,0.00009106098,0.00005970649,0.0001482712,0.0001050341,0.0001119646],"domain_scores_gemma":[0.9984706,0.0002131157,0.0006277987,0.0001425368,0.0001678152,0.0003781984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005612076,0.00002415562,0.9994692,0.00000323793,0.00001410008,0.0001028839,0.0000310845,0.00001117885,0.00007799306,0.000003584592,0.00003011564,0.0001762915],"study_design_scores_gemma":[0.00001642418,0.0002922193,0.9982011,0.000007427793,0.00003621124,0.0008308162,0.0002626868,0.0001607723,0.00004614263,0.000009760298,0.0001310439,0.000005308678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996139,0.00007183055,0.00004097617,0.00001050762,0.000002981294,0.00001008704,0.0001714189,0.000001338215,0.00007697677],"genre_scores_gemma":[0.9995444,0.00007019076,0.00007118884,0.00001653651,0.000006457331,0.00001133548,0.0002388029,0.000001140304,0.00003980051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007044734,"threshold_uncertainty_score":0.01400745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457279339383507,"score_gpt":0.3221735824656471,"score_spread":0.3076007890718121,"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."}}