{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004013051,0.0003391069,0.0008297079,0.0002046308,0.0002923805,0.00005114872,0.0002006281,0.000656293,0.0003081918],"category_scores_gemma":[0.01320008,0.0003176978,0.0005117389,0.0001828346,0.0001636013,0.00005139853,0.0001006138,0.001624618,0.0000379433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003740946,"about_ca_system_score_gemma":0.0009170163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537604,"about_ca_topic_score_gemma":0.00005479522,"domain_scores_codex":[0.9971832,0.0001219194,0.0005798845,0.000826019,0.0005761377,0.0007128467],"domain_scores_gemma":[0.9934483,0.005488423,0.0001503841,0.0004162495,0.0002401543,0.0002565218],"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":[0.003135262,0.0001163086,0.0003370607,0.03892548,0.001091345,0.004349492,0.001178009,0.0001006479,0.09188256,0.000008520016,0.8547184,0.004156908],"study_design_scores_gemma":[0.007371394,0.0002901147,0.001572144,0.001051922,0.0005984726,0.00002881132,0.00004082335,0.00006242753,0.007684458,0.00004625236,0.9807648,0.0004883714],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00686274,0.0001995727,0.1067884,0.8829533,0.0004676364,0.001764769,0.0006247101,0.0001610334,0.0001777811],"genre_scores_gemma":[0.01425223,0.001021263,0.004437456,0.9504013,0.01052562,0.0005302311,0.003655926,0.0001289707,0.01504701],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1260464,"threshold_uncertainty_score":0.9999275,"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."}}