{"id":"W4233244562","doi":"10.3410/f.1112136.568119","title":"Faculty Opinions recommendation of Risk of Clostridium difficile infection after perioperative antibacterial prophylaxis before and during an outbreak of infection due to a hypervirulent strain.","year":2008,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Clostridium difficile; Outbreak; Microbiology; Perioperative; Medicine; Strain (injury); Infection control; Virology; Intensive care medicine; Biology; Internal medicine; Surgery; Antibiotics","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":[0.0009557069,0.001308613,0.001298535,0.003142186,0.0003933569,0.001437243,0.002046922,0.002172739,0.04806267],"category_scores_gemma":[0.01197405,0.0004475069,0.001645137,0.003760621,0.0001797095,0.0009983211,0.0009513248,0.001337546,0.02615212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014716,"about_ca_system_score_gemma":0.002283554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02499044,"about_ca_topic_score_gemma":0.05410185,"domain_scores_codex":[0.9990047,0.0001343587,0.0001856888,0.0003422578,0.0002282574,0.0001048195],"domain_scores_gemma":[0.9945819,0.001328128,0.001341613,0.000788581,0.00131662,0.0006430863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003149608,0.00005389886,0.01168848,0.001251508,0.0002066168,0.00004530881,0.00001190283,0.0003382349,0.0001516876,0.0001618942,0.9788898,0.006885625],"study_design_scores_gemma":[0.001840346,0.0001328241,0.1236072,0.001275076,0.0006219969,0.0004020353,0.00009672791,0.0034735,0.001028477,0.001420195,0.865986,0.0001156604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004824174,0.00007365498,0.00004651412,0.0001322822,0.00002492822,0.00001622964,0.9985936,0.0001150342,0.0005152195],"genre_scores_gemma":[0.002004318,0.00009447668,0.0003699732,0.0001105201,0.00002152403,0.00006197664,0.9963894,0.0000299164,0.0009178516],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04806267,"threshold_uncertainty_score":0.1607857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223385952308286,"score_gpt":0.3352634307989241,"score_spread":0.3130295712758412,"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."}}