{"id":"W2794097234","doi":"10.1016/j.jhin.2018.01.020","title":"Examining the epidemiology and microbiology of Clostridium difficile carriage in elderly patients and residents of a healthcare facility in southern Ontario, Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Hospital Infection","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Clostridium difficile; Medicine; Colonization; Carriage; Infection control; Epidemiology; Cephalosporin; Ribotyping; Antibiotics; Microbiology; Internal medicine; Intensive care medicine; Polymerase chain reaction; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009139449,0.0001156287,0.0005275972,0.0001888886,0.00003927552,0.000003447395,0.00005721085,0.0001269561,0.00002266868],"category_scores_gemma":[0.0008648156,0.00008274984,0.00004526384,0.0001816788,0.0002294526,0.00004696041,0.0000597288,0.0004711338,2.918936e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000407747,"about_ca_system_score_gemma":0.0005919717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9044718,"about_ca_topic_score_gemma":0.9103144,"domain_scores_codex":[0.9983394,0.0002642566,0.0008481672,0.0001614244,0.0001472663,0.0002395111],"domain_scores_gemma":[0.9986713,0.0003058005,0.0004517217,0.0001245804,0.0003583246,0.00008825569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004308742,0.0001758449,0.9876361,0.00009480232,0.00003289197,0.00001471306,0.001989973,0.000003262982,0.007262318,0.0000024995,0.0001284033,0.002228277],"study_design_scores_gemma":[0.001905271,0.006050305,0.9788939,0.0001966539,0.00002407737,0.00005618246,0.001111685,0.00000914127,0.01159925,0.00003077417,0.00005577172,0.00006694323],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983878,0.0004146849,0.000002169728,0.0006102429,0.0002495892,0.0002636335,0.0000442469,0.000001353536,0.00002634655],"genre_scores_gemma":[0.9997417,0.0001190684,0.00001173105,0.00003313036,0.00005785007,0.000002281601,0.000007655559,0.00000544621,0.00002114783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008742196,"threshold_uncertainty_score":0.337444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02724165856679537,"score_gpt":0.2855367681488538,"score_spread":0.2582951095820584,"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."}}