{"id":"W2130443137","doi":"10.1111/j.1532-5415.2010.02958.x","title":"Diagnosis, Management, and Prevention of Clostridium difficile Infection in Long‐Term Care Facilities: A Review","year":2010,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clostridium difficile; Pseudomembranous colitis; Metronidazole; Antimicrobial stewardship; Infection control; Intensive care medicine; Diarrhea; Enterocolitis; Vancomycin; Internal medicine; Intensive care unit; Incidence (geometry); Hypoalbuminemia; Antibiotics; Microbiology; Antibiotic resistance; Staphylococcus aureus","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":[0.0008423385,0.0004278587,0.002681345,0.000308946,0.0000855613,0.00003290345,0.0003845752,0.0002405946,0.00004572567],"category_scores_gemma":[0.0002733635,0.0002863222,0.002325716,0.001828418,0.0003426784,0.00007898411,0.0003320814,0.001751666,0.000002494557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329697,"about_ca_system_score_gemma":0.0007420582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000112268,"about_ca_topic_score_gemma":0.00002006999,"domain_scores_codex":[0.9964966,0.0003199752,0.001620368,0.0003332868,0.0008562278,0.0003735935],"domain_scores_gemma":[0.9957583,0.0002432889,0.002820022,0.000614254,0.0003943269,0.0001697844],"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":[0.0000393429,0.0002738135,0.002285907,0.1350827,0.0004341343,0.00002396874,0.0002042342,4.59012e-7,0.0000106013,0.00000219985,0.003489424,0.8581532],"study_design_scores_gemma":[0.001579172,0.001072556,0.005397164,0.09368312,0.007070122,0.0005903863,0.0004746547,0.000001134405,0.0001690814,0.00001151095,0.8894303,0.0005208142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0385585,0.9591862,0.0000123951,0.000131688,0.0003142468,0.0016057,0.00008556135,0.000008861884,0.00009686509],"genre_scores_gemma":[0.0005252229,0.9984272,0.0002203827,0.00004360636,0.0003424168,0.00006989843,0.00002952882,0.00004922179,0.0002925762],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8859408,"threshold_uncertainty_score":0.9999589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846768975944181,"score_gpt":0.3561568063461666,"score_spread":0.3276891165867248,"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."}}