{"id":"W4281701973","doi":"10.1097/ipc.0000000000001135","title":"High-Dose Vancomycin in the Treatment of Clostridioides difficile Infection","year":2022,"lang":"en","type":"article","venue":"Infectious Diseases in Clinical Practice","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Memorial University of Newfoundland; Impact; Hamilton Health Sciences; Juravinski Hospital","funders":"","keywords":"Clostridioides; Medicine; Vancomycin; Internal medicine; Intensive care medicine; Staphylococcus aureus; Bacteria","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":[0.001629147,0.0002526155,0.0006848559,0.0003791053,0.0001961737,0.00003199805,0.0001912755,0.000116826,0.0003837431],"category_scores_gemma":[0.004528856,0.0001969054,0.0004143212,0.001423149,0.0002006305,0.0001692988,0.0001190276,0.0009544291,0.00003302545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000863015,"about_ca_system_score_gemma":0.0005197779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608163,"about_ca_topic_score_gemma":0.0004250314,"domain_scores_codex":[0.9951264,0.001724381,0.00129248,0.0005326215,0.0008923253,0.0004317749],"domain_scores_gemma":[0.9909271,0.007616196,0.0003783575,0.0007556498,0.0001587726,0.0001638965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006426618,0.06623416,0.830678,0.0001438045,0.0002772319,0.001456257,0.0006116004,0.002786002,0.0002905684,0.0008973135,0.001883284,0.08831509],"study_design_scores_gemma":[0.02132755,0.02353898,0.8182899,0.00009636072,0.0009368893,0.0005027998,0.002006847,0.0005131192,0.001071618,0.0007389694,0.1304535,0.0005234917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911019,0.001327388,0.000007981911,0.001865713,0.0007235935,0.001324467,0.00007891914,0.00006091539,0.003509171],"genre_scores_gemma":[0.9942508,0.004057213,0.00003114972,0.0005882963,0.000432274,0.0004531587,0.00006726301,0.0000314659,0.0000883817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1285702,"threshold_uncertainty_score":0.802957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05087140205409998,"score_gpt":0.4113088213635573,"score_spread":0.3604374193094574,"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."}}