{"id":"W4386467680","doi":"10.1093/jacamr/dlad102","title":"<i>Clostridioides difficile</i> infection in a skilled nursing facility (SNF): cost savings of an automated, standardized probiotic antimicrobial stewardship programme (ASP) policy","year":2023,"lang":"en","type":"article","venue":"JAC-Antimicrobial Resistance","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bio-K+ International (Canada)","funders":"","keywords":"Probiotic; Medicine; Clostridioides; Antibiotics; Antimicrobial stewardship; Enterococcus faecium; Intensive care medicine; Internal medicine; Antibiotic resistance; Microbiology","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":[0.002766284,0.0005738558,0.0003239651,0.0005886562,0.0002904099,0.001266757,0.0007993043,0.001186618,0.00337664],"category_scores_gemma":[0.0107978,0.0002089996,0.0009699196,0.0005524465,0.0004025785,0.001063591,0.001101084,0.0005081539,0.0001562622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008050294,"about_ca_system_score_gemma":0.006675188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0256631,"about_ca_topic_score_gemma":0.02040723,"domain_scores_codex":[0.9959773,0.00275037,0.0001543851,0.0002110397,0.0004362418,0.0004706716],"domain_scores_gemma":[0.9959425,0.002038531,0.00112223,0.0001093478,0.0002840999,0.0005033046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01208189,0.006336612,0.1623895,0.001875443,0.001090877,0.0006531722,0.0002810681,0.3529264,0.002343568,0.005024288,0.01104959,0.4439475],"study_design_scores_gemma":[0.004417291,0.02969273,0.4940694,0.00158213,0.001800776,0.001115835,0.001383415,0.4521934,0.002658262,0.003929554,0.006969329,0.0001879463],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877177,0.0009429978,0.002525984,0.00260467,0.00009008549,0.0004245206,0.0006222127,0.00009902698,0.004972732],"genre_scores_gemma":[0.9972683,0.0002412603,0.001787744,0.000205777,0.00002455072,0.00008112426,0.0001798268,0.000003119539,0.0002082622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0256631,"threshold_uncertainty_score":0.05840921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569113118096833,"score_gpt":0.3378792354186703,"score_spread":0.3121881042377019,"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."}}