{"id":"W2135344395","doi":"10.4037/ccn2008.28.1.27","title":"Clostridium difficile–Associated Disease: Diagnosis, Prevention, Treatment, and Nursing Care","year":2008,"lang":"en","type":"article","venue":"Critical Care Nurse","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clostridium difficile; Intensive care medicine; Disease; Nursing care; Nursing; Clostridium Infections; Internal medicine; Microbiology; Antibiotics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004879199,0.0003888837,0.0005387168,0.0001740249,0.000535765,0.00005600897,0.0001082871,0.0002224434,0.0003174495],"category_scores_gemma":[0.001558463,0.000352665,0.0003005304,0.0003584072,0.0008117303,0.00010561,0.0000341655,0.0003362817,0.00006242769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106073,"about_ca_system_score_gemma":0.0006241599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005290127,"about_ca_topic_score_gemma":0.00001754997,"domain_scores_codex":[0.9974453,0.0001364782,0.0003804007,0.0007014697,0.0005558631,0.0007804356],"domain_scores_gemma":[0.9973148,0.0004235329,0.00003935756,0.0005038827,0.0006805773,0.001037855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005784379,0.0220838,0.5669858,0.004247162,0.0009046072,0.01124838,0.03612002,0.00001508923,0.01212021,0.005487019,0.05327937,0.2817241],"study_design_scores_gemma":[0.03620869,0.02002986,0.4545168,0.007827146,0.00827981,0.001503871,0.08989596,0.0003197547,0.3190856,0.000748115,0.05713562,0.004448838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9648455,0.02606798,0.00001240738,0.00343333,0.0002894982,0.0008059598,0.0003142146,0.0002077595,0.004023372],"genre_scores_gemma":[0.9963044,0.001449115,0.00006231551,0.0001237739,0.0004627641,0.0002039082,0.0005618475,0.00006897707,0.0007628975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3069654,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04620690749038535,"score_gpt":0.3702884777807049,"score_spread":0.3240815702903195,"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."}}