{"id":"W3094959168","doi":"10.1017/ice.2020.849","title":"Implementation Strategies of a Quality Improvement Initiative for Hospital-Acquired <i>Clostridioides difficile</i> Infection Prevention","year":2020,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; Alberta Health Services; University of Calgary","funders":"Mount Royal University; Alberta Health Services","keywords":"Medicine; Discontinuation; Antimicrobial stewardship; Medical record; Clostridioides; Probiotic; Infection control; Diarrhea; Antimicrobial; Intensive care medicine; Emergency medicine; Internal medicine; Antibiotics; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.07177489,0.001160898,0.0006588748,0.001564325,0.003502295,0.003504329,0.003477015,0.001967257,0.00356001],"category_scores_gemma":[0.05082494,0.000596573,0.001480549,0.001400003,0.001239631,0.002853518,0.007619897,0.002943258,0.000353842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008978917,"about_ca_system_score_gemma":0.05727325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006206086,"about_ca_topic_score_gemma":0.00921011,"domain_scores_codex":[0.9510058,0.03625593,0.00246768,0.001931519,0.003718155,0.004620919],"domain_scores_gemma":[0.9512365,0.01470144,0.007267914,0.002087441,0.006621791,0.01808487],"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":[0.001878749,0.02997908,0.1143839,0.00602481,0.0005533825,0.0006234923,0.02924464,0.003721965,0.003277112,0.005187944,0.02053989,0.7845851],"study_design_scores_gemma":[0.01488834,0.09142047,0.6101818,0.01446436,0.001883374,0.0008045335,0.1116591,0.03816822,0.01000801,0.01092634,0.09509797,0.0004974593],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7833837,0.00254997,0.04083181,0.1140959,0.0009358499,0.04055092,0.000543053,0.001011851,0.01609692],"genre_scores_gemma":[0.812659,0.0007629406,0.1590426,0.009646422,0.000142395,0.01593019,0.0003423987,0.00003279355,0.001441201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07177489,"threshold_uncertainty_score":0.3795864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06782040694429158,"score_gpt":0.3914222231285828,"score_spread":0.3236018161842912,"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."}}