{"id":"W7084314568","doi":"","title":"Impact of the COVID-19 Pandemic on Multidrug-Resistant Organism Infections in Infected Pancreatic Necrosis: A Post-Hoc Cohort Analysis","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pandemic; Incidence (geometry); Logistic regression; Antimicrobial; Cohort; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002563238,0.0009226684,0.0008973898,0.0007490744,0.0007080053,0.0009300798,0.000879127,0.0006438577,0.002607824],"category_scores_gemma":[0.002978803,0.0005128557,0.003721032,0.0007183528,0.0004277056,0.001183471,0.001356515,0.001574457,0.0003624159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004890612,"about_ca_system_score_gemma":0.0008947529,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002210073,"about_ca_topic_score_gemma":0.003725708,"domain_scores_codex":[0.9979106,0.0005010022,0.0002104954,0.0006514072,0.0002613713,0.0004652003],"domain_scores_gemma":[0.9980247,0.0003941653,0.0004834379,0.0004663791,0.0003253129,0.0003060538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008997863,0.0004374014,0.9828202,0.0001676535,0.002986399,0.0001713348,0.0001795809,0.0001923945,0.0004795211,0.00008585177,0.0007929163,0.00268889],"study_design_scores_gemma":[0.0007091712,0.005021732,0.9874644,0.00004765525,0.002482357,0.0003116068,0.0007389057,0.00153938,0.0003045029,0.0001140825,0.001230671,0.00003545354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968469,0.0004727098,0.0004475488,0.00004791967,0.00008302034,0.0002320199,0.001411445,0.000008846707,0.0004495152],"genre_scores_gemma":[0.9971787,0.0001202432,0.0002475036,0.00007884014,0.00006436186,0.0002786098,0.001699459,0.000008781487,0.0003235705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002607824,"threshold_uncertainty_score":0.01355588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1184865396580103,"score_gpt":0.5421257899162388,"score_spread":0.4236392502582285,"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."}}