{"id":"W2563145691","doi":"10.1093/ofid/ofw172.1671","title":"Prospective Laboratory Evaluation of Fecal Microbiota Transplantation Donors: Results From an International Public Stool Bank","year":2016,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Fecal bacteriotherapy; Medicine; Feces; Transplantation; Prospective cohort study; Gut flora; Internal medicine; Gastroenterology; Immunology; Microbiology; Clostridium difficile; Antibiotics; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005048886,0.0001928516,0.0002911905,0.0002191642,0.0001282778,0.0001477027,0.0003250864,0.0001107981,0.001084441],"category_scores_gemma":[0.000842467,0.000145252,0.0001068457,0.0003151591,0.0001367742,0.0009043913,0.0001120125,0.0001179494,0.00007119415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005503632,"about_ca_system_score_gemma":0.0009518761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009009404,"about_ca_topic_score_gemma":0.0006647332,"domain_scores_codex":[0.997714,0.0002289736,0.0004438017,0.0005445869,0.0007700146,0.0002985531],"domain_scores_gemma":[0.9976058,0.000179011,0.0001893186,0.0004867211,0.001284978,0.0002541604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005829034,0.003285136,0.7386618,0.00005115091,0.0006403049,0.00003154123,0.0003568129,0.00001843179,0.1962417,0.0007879394,0.003356416,0.05073973],"study_design_scores_gemma":[0.02554403,0.001179981,0.7989446,0.0003924576,0.0007042314,0.00002662334,0.0003541527,0.0003082171,0.169133,0.0007929851,0.002197061,0.0004227232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835034,0.0000987882,0.00004716153,0.002010511,0.000250345,0.001398646,0.00527858,0.00006529668,0.007347242],"genre_scores_gemma":[0.9977799,0.000245186,0.00002696237,0.0001166148,0.0001879328,0.0001599678,0.001311295,0.00003025423,0.000141877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06028279,"threshold_uncertainty_score":0.9998287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154796837035131,"score_gpt":0.3427137073018913,"score_spread":0.31116573893154,"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."}}