{"id":"W3170377556","doi":"10.3389/fonc.2021.684144","title":"Monoprophylaxis With Cephalosporins for Transrectal Prostate Biopsy After the Fluoroquinolone-Era: A Multi-Institutional Comparison of Severe Infectious Complications","year":2021,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Cefpodoxime; Medicine; Prostate biopsy; Internal medicine; Cefotaxime; Prostate; Surgery; Antibiotics; Cancer","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":[0.001460885,0.0002892665,0.000324477,0.0008616741,0.0002221103,0.0005858025,0.0003594475,0.0003542227,0.0009471253],"category_scores_gemma":[0.003861575,0.0001771082,0.0007207663,0.0006319257,0.0002606878,0.0004179683,0.0008134972,0.0003184662,0.0001106774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249586,"about_ca_system_score_gemma":0.0004018885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001102648,"about_ca_topic_score_gemma":0.001607231,"domain_scores_codex":[0.9985229,0.0005999542,0.0001966224,0.0002706971,0.0002247143,0.0001851078],"domain_scores_gemma":[0.9952831,0.0009889767,0.002790596,0.0002365624,0.0002209058,0.0004798339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008981974,0.00007069553,0.9967712,0.00002363014,0.0002057778,0.00005378627,0.00004141329,0.00006036532,0.00025935,0.00001247982,0.00002942698,0.001573619],"study_design_scores_gemma":[0.00003487289,0.0007468882,0.9980107,0.000009358481,0.00008725964,0.0004374735,0.0001661498,0.0002206127,0.000196583,0.00001352589,0.00007105526,0.000005576875],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995426,0.0002552737,0.00005274291,0.000008182723,0.000002635134,0.000007012992,0.00006173549,9.881263e-7,0.00006889477],"genre_scores_gemma":[0.9997243,0.00006266874,0.00004959492,0.000009239497,0.000007750577,0.000004835703,0.0001275824,6.415121e-7,0.00001330749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001460885,"threshold_uncertainty_score":0.007725954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01924799098323432,"score_gpt":0.3084640892769858,"score_spread":0.2892160982937514,"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."}}