{"id":"W3152250314","doi":"10.1136/gutjnl-2021-324593","title":"Enhanced donor screening for faecal microbial transplantation during COVID-19","year":2021,"lang":"en","type":"letter","venue":"Gut","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; University of Toronto; University Health Network; Lawson Health Research Institute; Sinai Health System; Western University","funders":"Lotte and John Hecht Memorial Foundation","keywords":"Infectivity; Viral load; Transmission (telecommunications); Medicine; Sputum; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Internal medicine; Intensive care medicine; Virus; Disease; Infectious disease (medical specialty); Pathology; Tuberculosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002063496,0.0003164936,0.0006433467,0.0004061499,0.001148786,0.001343881,0.0005349518,0.009495624,0.003189559],"category_scores_gemma":[0.009571732,0.0002052616,0.0004616237,0.0003715198,0.001072809,0.001058275,0.0005558279,0.00508291,0.002036074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451403,"about_ca_system_score_gemma":0.0008648657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001237289,"about_ca_topic_score_gemma":0.00188889,"domain_scores_codex":[0.9982938,0.0009055698,0.0001818861,0.0001202725,0.0002576582,0.0002408414],"domain_scores_gemma":[0.9956547,0.002672076,0.0003993198,0.0002255043,0.0003862558,0.0006622114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001653445,0.0005822109,0.05931701,0.0005981085,0.00007554374,0.4226413,0.0009717864,0.0002226772,0.004212144,0.006995365,0.4199699,0.08276055],"study_design_scores_gemma":[0.0006244638,0.001966042,0.04961393,0.002081426,0.0001375726,0.5473,0.002263851,0.002115603,0.003698844,0.01755414,0.3725353,0.0001087214],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09142581,0.01570511,0.001626345,0.8369655,0.01508559,0.0001282936,0.0002297062,0.0001064028,0.03872726],"genre_scores_gemma":[0.4416455,0.008514174,0.001503308,0.4917693,0.04159027,0.00009615215,0.0001838478,0.00005127762,0.01464613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009495624,"threshold_uncertainty_score":0.01091295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08969975472526255,"score_gpt":0.4244108699216769,"score_spread":0.3347111151964144,"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."}}