{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01237133,0.0009824146,0.007122045,0.002737275,0.0003011347,0.002276218,0.001272878,0.001612793,0.001470798],"category_scores_gemma":[0.02757508,0.0005311205,0.009202633,0.003165797,0.0006327562,0.0009083392,0.0006410779,0.001652611,0.0001071925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170787,"about_ca_system_score_gemma":0.0026782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003674048,"about_ca_topic_score_gemma":0.007142644,"domain_scores_codex":[0.9875688,0.00765635,0.002680202,0.0006486569,0.001238805,0.0002071536],"domain_scores_gemma":[0.973762,0.01980107,0.004849804,0.0003006288,0.001011249,0.0002752153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.008051622,0.0001719562,0.003847089,0.6773774,0.2015382,0.0001689078,0.0001291491,0.0008334322,0.000468638,0.0004268229,0.001286623,0.1057002],"study_design_scores_gemma":[0.01183136,0.006211696,0.0195148,0.2635613,0.6817409,0.0008352635,0.000336641,0.0008022396,0.0008857945,0.00133803,0.01283878,0.000103186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002363661,0.9971402,0.0000722495,0.0001185366,0.00010857,0.00003581907,0.00002890083,0.000002958257,0.0001292051],"genre_scores_gemma":[0.1297125,0.8677911,0.001046575,0.0007620457,0.0003274745,0.0001677179,0.000102618,0.000005698756,0.00008427056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01237133,"threshold_uncertainty_score":0.06542665,"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."}}