{"id":"W3038963949","doi":"10.1136/gutjnl-2020-321829","title":"Reorganisation of faecal microbiota transplant services during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Gut","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Ministero della Salute; National Institute for Health and Care Research","keywords":"Pandemic; Infection control; Medicine; Coronavirus disease 2019 (COVID-19); Health care; Patient safety; Health professionals; Clostridium difficile; Intensive care medicine; Fecal bacteriotherapy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Clostridioides; Medical emergency; Environmental health; Outbreak; Virology; Internal medicine; Biology; Disease; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001410272,0.000106433,0.0001986321,0.00003890689,0.00009887739,0.0000131092,0.0001668119,0.00007951154,0.0003565824],"category_scores_gemma":[0.00006435937,0.0000734821,0.00008534366,0.0002387516,0.00007738277,0.00002662067,0.00004738156,0.0002377008,0.00007349216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008966993,"about_ca_system_score_gemma":0.0001775096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002386411,"about_ca_topic_score_gemma":0.00004209949,"domain_scores_codex":[0.9990159,0.00004777539,0.0002450324,0.0002115689,0.0002721166,0.0002076652],"domain_scores_gemma":[0.9993773,0.00007883788,0.00005560987,0.0002164506,0.00004871088,0.0002230616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004297313,0.00003879481,0.04682747,0.0007619816,0.00004711295,0.0000317415,0.002587882,0.00001534694,0.9487767,0.00001806575,0.000276833,0.0001883741],"study_design_scores_gemma":[0.004870578,0.0004804689,0.07482299,0.0001355868,0.0002534052,0.0005664878,0.00225328,0.0005345029,0.8838026,0.00001664523,0.03196667,0.0002967738],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882186,0.0003050521,0.00003555167,0.01066982,0.00003099873,0.0002939095,0.00006839877,0.00006035321,0.0003173023],"genre_scores_gemma":[0.9976848,0.0002840542,0.0000200193,0.001581288,0.0001951489,0.000005678658,0.00004717711,0.00001565279,0.0001661494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06497405,"threshold_uncertainty_score":0.3904327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05258258656462449,"score_gpt":0.3084106520140175,"score_spread":0.255828065449393,"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."}}