{"id":"W3100155045","doi":"10.1111/ctr.14155","title":"The economic impact of increased length of stay associated with surgical site infections in liver transplantation on Canadian healthcare costs","year":2020,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Organ Transplantation Techniques and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Interquartile range; Liver transplantation; Transplantation; Health care; Dialysis; Emergency medicine; Observational study; Retrospective cohort study; Surgery; Internal medicine","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":[0.0004416811,0.0001495822,0.0004062721,0.0001338924,0.00007731642,0.00001004216,0.00006942325,0.0001578801,0.00005609427],"category_scores_gemma":[0.00004987117,0.0001042054,0.0001947552,0.0001993328,0.0001580952,0.00008353635,0.000001113642,0.0003264418,0.000007179246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003234623,"about_ca_system_score_gemma":0.0007748484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04927505,"about_ca_topic_score_gemma":0.1598662,"domain_scores_codex":[0.9983721,0.0002591573,0.000768308,0.0002234124,0.000174325,0.0002026397],"domain_scores_gemma":[0.9980348,0.001251563,0.0002163628,0.0001193315,0.00009738243,0.000280589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005253829,0.0001647786,0.9885645,0.0005481516,0.0001894352,0.0002751962,0.001774572,0.0002859745,0.00006266565,0.0009272547,0.00002525701,0.001928404],"study_design_scores_gemma":[0.005261308,0.003363681,0.9880326,0.0003982701,0.0003091001,0.00004581142,0.0000610277,0.0008026204,0.001511969,0.00001432662,0.00006316509,0.000136095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966252,0.00003815907,0.0001345197,0.001043622,0.00004136448,0.0005737128,0.000995719,0.00003862572,0.0005090324],"genre_scores_gemma":[0.9909785,0.007918535,0.00006764865,0.0002127434,0.00004500989,0.00001161557,0.0007404534,0.00001962358,0.000005864892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105911,"threshold_uncertainty_score":0.9570559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03837938313457662,"score_gpt":0.3578271826248832,"score_spread":0.3194477994903066,"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."}}