{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006462958,0.0002297968,0.0005261812,0.0001738082,0.0002187067,0.00007745327,0.0002413753,0.0002099595,0.0002391519],"category_scores_gemma":[0.0000817229,0.0002315903,0.0003524229,0.0002072597,0.0001268696,0.0004870151,0.0000608991,0.0002203981,0.00004594562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000219274,"about_ca_system_score_gemma":0.00002253888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008517371,"about_ca_topic_score_gemma":0.000696461,"domain_scores_codex":[0.9978332,0.0001052201,0.0009792795,0.0005738233,0.0001520616,0.0003564293],"domain_scores_gemma":[0.998544,0.0003055726,0.0006008312,0.0002398357,0.0002736614,0.00003612471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04406951,0.004141749,0.5951231,0.01449421,0.002625926,0.0008317085,0.0009131132,0.0008690756,0.2706646,0.04625193,0.005357558,0.01465759],"study_design_scores_gemma":[0.04802694,0.0008300241,0.902828,0.0009737897,0.004452829,0.000629166,0.001461262,0.004569673,0.01289012,0.000459596,0.02194335,0.0009351808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668896,0.00005935707,0.02527018,0.003024939,0.001111498,0.0005071309,0.0001532612,0.0001046796,0.002879422],"genre_scores_gemma":[0.9938654,0.0001460166,0.002628849,0.001836828,0.0003777406,0.00001909654,0.0009357973,0.0000295385,0.0001607698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.307705,"threshold_uncertainty_score":0.9443979,"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."}}