{"id":"W1991851617","doi":"10.1016/j.jcrc.2012.11.008","title":"Length of stay and mortality due to Clostridium difficile infection acquired in the intensive care unit","year":2013,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia; Institute of Population and Public Health; Providence Health Care","funders":"","keywords":"Medicine; Intensive care unit; Clostridium difficile; Hazard ratio; Retrospective cohort study; Confidence interval; Cohort; Cohort study; Intensive care; Emergency medicine; Internal medicine; Intensive care medicine; Antibiotics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002971014,0.0001652534,0.0005050094,0.0002688608,0.00006339604,0.00004815682,0.0001440767,0.0001315222,0.0001518666],"category_scores_gemma":[0.002851667,0.000110163,0.0001555506,0.0004067046,0.0002263096,0.0001340085,0.00008607612,0.000496323,0.000009239598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001489774,"about_ca_system_score_gemma":0.0002219177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004928969,"about_ca_topic_score_gemma":0.0001020864,"domain_scores_codex":[0.9979593,0.000182152,0.0006074947,0.0001752589,0.000749967,0.0003258342],"domain_scores_gemma":[0.9945796,0.0004047551,0.00008887744,0.0002704138,0.004374887,0.0002814976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003757943,0.002473087,0.5659884,0.01202951,0.0005084322,0.004252831,0.09826524,0.0001076556,0.2468295,0.002514524,0.006927758,0.05634517],"study_design_scores_gemma":[0.003229911,0.005376929,0.5952833,0.0005735214,0.0004983228,0.0009226129,0.2019549,0.0000603288,0.1906909,0.0002232184,0.0008670169,0.000319061],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934108,0.00132477,0.00002440839,0.003882522,0.0001539551,0.000458316,0.00003255029,0.000006517329,0.0007062134],"genre_scores_gemma":[0.9991208,0.00005060319,0.00005411883,0.000452813,0.0002734827,0.000012588,0.000008428648,0.0000160585,0.00001106453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036897,"threshold_uncertainty_score":0.4492315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04999102170332172,"score_gpt":0.3715166016730247,"score_spread":0.321525579969703,"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."}}