{"id":"W3197645350","doi":"10.1136/gutjnl-2021-iddf.132","title":"IDDF2021-ABS-0086 Diversified aspects of donor screening for washed microbiota transplantation at china microbiota transplantation system","year":2021,"lang":"en","type":"article","venue":"Clinical Gastroenterology","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Donation; Transplantation; Intensive care medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005147739,0.000463994,0.0003058953,0.001614114,0.001793088,0.001209712,0.0009017062,0.0007184894,0.03181893],"category_scores_gemma":[0.002663137,0.0002686603,0.0005898536,0.0007883478,0.0005743237,0.001069624,0.002513398,0.0006697962,0.005153718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870941,"about_ca_system_score_gemma":0.0100311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009685334,"about_ca_topic_score_gemma":0.009175166,"domain_scores_codex":[0.998131,0.0004945511,0.0002278099,0.0001831381,0.0006316628,0.0003317433],"domain_scores_gemma":[0.9974138,0.000251729,0.0002188004,0.0002850861,0.0008556864,0.000974921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008850141,0.001618851,0.3509123,0.001954368,0.00005184969,0.001359033,0.00255469,0.001646901,0.02664277,0.004553588,0.08539663,0.5224242],"study_design_scores_gemma":[0.0003527864,0.002675849,0.6122504,0.001012599,0.0001307893,0.003382035,0.005887808,0.01260752,0.01624222,0.003169087,0.3419854,0.0003034597],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8009018,0.005267324,0.05151749,0.01820613,0.002854586,0.009149467,0.007859945,0.002320379,0.1019229],"genre_scores_gemma":[0.8822345,0.003889656,0.0481619,0.003152581,0.0009298881,0.003482531,0.008461672,0.0002419302,0.04944523],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03181893,"threshold_uncertainty_score":0.1064449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03342853182212353,"score_gpt":0.2784353391308537,"score_spread":0.2450068073087301,"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."}}