{"id":"W2144622777","doi":"10.1503/cmaj.1040966","title":"Clostridium difficile infection in hospitals: risk factors and responses","year":2004,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Clostridium difficile; Enterocolitis; Medicine; Diarrhea; Clostridium Infections; Intensive care unit; Intensive care medicine; Outbreak; Clostridium; Colectomy; Microbiology; Internal medicine; Biology; Virology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001937401,0.0004756972,0.0008596232,0.0008590893,0.002302764,0.002276761,0.001012399,0.01463737,0.006648554],"category_scores_gemma":[0.01807228,0.00029803,0.000615242,0.00106717,0.001124328,0.001991405,0.00092071,0.00700042,0.001461546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003612524,"about_ca_system_score_gemma":0.003554959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01233182,"about_ca_topic_score_gemma":0.02163322,"domain_scores_codex":[0.9975393,0.0009671224,0.0002656421,0.0001543505,0.000605062,0.0004685162],"domain_scores_gemma":[0.9940909,0.0020579,0.0006925075,0.0001010923,0.001354867,0.001702724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003418749,0.0006067253,0.1076971,0.000293728,0.00006541488,0.01092459,0.001484644,0.0002806003,0.0007180272,0.002628012,0.8161366,0.05882266],"study_design_scores_gemma":[0.001243378,0.001697108,0.298647,0.005334748,0.000216971,0.02223959,0.02224882,0.001984558,0.0004658358,0.01917892,0.6263448,0.0003982548],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00817333,0.003970595,0.00007868926,0.9767677,0.005015947,0.00003115388,0.00004827126,0.00002026637,0.005893983],"genre_scores_gemma":[0.1002489,0.01186795,0.0004778224,0.8048996,0.0765886,0.0001055984,0.0001488299,0.00002457107,0.005638208],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01463737,"threshold_uncertainty_score":0.02621078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219945328497142,"score_gpt":0.2690955239593471,"score_spread":0.2568960706743757,"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."}}