{"id":"W2914810136","doi":"10.1097/nur.0000000000000426","title":"A Multifaceted Approach to the Prevention of Clostridioides (Clostridium) Difficile","year":2019,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Clostridioides; Clostridium difficile; Clostridium; Medicine; Clostridium Infections; Intensive care medicine; Microbiology; Internal medicine; Biology; 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":[0.005178904,0.0008174595,0.0002714839,0.00128329,0.002521633,0.00162038,0.001220325,0.0009532183,0.004218876],"category_scores_gemma":[0.004359026,0.0003024456,0.0006781546,0.0004426035,0.0009347457,0.0008594876,0.005243065,0.002456706,0.0005859667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732513,"about_ca_system_score_gemma":0.02487873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003565083,"about_ca_topic_score_gemma":0.01247433,"domain_scores_codex":[0.9967268,0.00154181,0.000160658,0.0003197251,0.0008071572,0.0004438567],"domain_scores_gemma":[0.9968554,0.0003405886,0.0004632592,0.0001161959,0.0004855938,0.001739055],"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":[0.0003855445,0.01237491,0.03936417,0.003216907,0.0002405304,0.0006494103,0.002591426,0.005255139,0.01197794,0.00593233,0.02410313,0.8939086],"study_design_scores_gemma":[0.003543999,0.05164643,0.3766952,0.01750283,0.001175711,0.005776879,0.02439991,0.03010768,0.04340591,0.04023507,0.4050091,0.0005013177],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5854142,0.02221748,0.1508311,0.1730024,0.003312911,0.01083115,0.0004303379,0.001638818,0.05232161],"genre_scores_gemma":[0.6830835,0.008544588,0.2781141,0.01608088,0.0004747095,0.002513863,0.0002322748,0.00005708529,0.01089895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005178904,"threshold_uncertainty_score":0.02738899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06264827267980305,"score_gpt":0.3825374570946565,"score_spread":0.3198891844148535,"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."}}