{"id":"W2998796543","doi":"10.36584/cjic.2019.009","title":"Household hygiene advice for patients with Clostridium difficile: Summary of hospital practice in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Infection Control","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Conestoga College","funders":"","keywords":"Hygiene; Clostridium difficile; Medicine; Infection control; Family medicine; Transmission (telecommunications); Environmental health; Health care; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009832742,0.0002488507,0.0003903232,0.0009686245,0.00305923,0.001666967,0.001024328,0.0004878683,0.004008511],"category_scores_gemma":[0.004618604,0.0004621608,0.0003570981,0.004091807,0.0009188144,0.0006342497,0.001152231,0.0006601586,0.0003270563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05020247,"about_ca_system_score_gemma":0.09367288,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9898873,"about_ca_topic_score_gemma":0.9944836,"domain_scores_codex":[0.9983062,0.0001649889,0.0001938318,0.0001594178,0.0006721278,0.0005033909],"domain_scores_gemma":[0.9905358,0.0005474638,0.00190547,0.00009818407,0.003180719,0.003732352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648487,0.00012757,0.9374074,0.0008980925,0.00004312244,0.000576362,0.01364577,0.0001100939,0.0004625125,0.0001312338,0.01318691,0.03324609],"study_design_scores_gemma":[0.0000132598,0.00007212572,0.9783427,0.0004227976,0.0000169097,0.0001528153,0.01351077,0.0001047404,0.00004601169,0.0000130352,0.00727994,0.00002497598],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617559,0.008364159,0.0002103608,0.007889029,0.0001460807,0.0003641803,0.005105531,0.00004953358,0.01611529],"genre_scores_gemma":[0.9838424,0.009055156,0.0005404041,0.001592419,0.00003816847,0.00008861933,0.001207203,0.00001767584,0.003617923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05020247,"threshold_uncertainty_score":0.3642461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006229017192952944,"score_gpt":0.2155121112022631,"score_spread":0.2092830940093102,"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."}}