{"id":"W2962863333","doi":"10.1017/ice.2019.178","title":"Attributable costs and length of stay of hospital-acquired <i>Clostridioides difficile</i>: A population-based matched cohort study in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Propensity score matching; Confidence interval; Clostridioides; Retrospective cohort study; Population; Cohort study; Cohort; Emergency medicine; Internal medicine; Environmental health","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":[0.00101678,0.0002718623,0.001609411,0.0002113449,0.00005587943,0.0000065873,0.00006523416,0.0001958617,0.0000644414],"category_scores_gemma":[0.002004226,0.0002387513,0.0001026021,0.0003040954,0.0001287586,0.00007466179,0.00005041243,0.0002363421,0.000002199588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003038805,"about_ca_system_score_gemma":0.0003949145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8573872,"about_ca_topic_score_gemma":0.2689827,"domain_scores_codex":[0.9973596,0.000353645,0.00103714,0.0005221524,0.0002697271,0.0004576902],"domain_scores_gemma":[0.9965,0.002317893,0.000393995,0.0003363432,0.0002652272,0.0001865231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004956155,0.0007849552,0.9958924,0.0001572441,0.0002107668,0.000008279265,0.00005602301,0.0002780838,0.001039332,0.0001071002,0.00009047249,0.0008797451],"study_design_scores_gemma":[0.006255579,0.003713187,0.9851559,0.000088043,0.0001311628,0.000005069875,0.0001472159,0.003124926,0.001032375,0.00002882427,0.0001070221,0.0002107066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950525,0.0004857019,0.00002897411,0.001630578,0.0002805342,0.002295046,0.00007428441,0.00001649623,0.0001359021],"genre_scores_gemma":[0.9993616,0.0001712929,0.00002002112,0.0001410319,0.00005238526,0.00009008114,0.00006986209,0.00002234962,0.00007131651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5884045,"threshold_uncertainty_score":0.9735997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01081928918917883,"score_gpt":0.272991129279832,"score_spread":0.2621718400906532,"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."}}