{"id":"W2548285636","doi":"10.1136/flgastro-2016-100752","title":"Meeting update: faecal microbiota transplantation––bench, bedside, courtroom?","year":2016,"lang":"en","type":"article","venue":"Frontline Gastroenterology","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre","funders":"National Institute for Health and Care Research","keywords":"Bench to bedside; Medicine; Fecal bacteriotherapy; Transplantation; Intensive care medicine; Surgery; Biology; Medical physics; Microbiology","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":[0.0002668348,0.000299596,0.0005232815,0.0002290007,0.0001049981,0.00001935227,0.0002259525,0.0001837982,0.001171238],"category_scores_gemma":[0.0001049198,0.0002112979,0.0002088292,0.0001242726,0.0002308137,0.0000858056,0.00008691659,0.0003105852,0.0004454782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000169533,"about_ca_system_score_gemma":0.0001054168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005829522,"about_ca_topic_score_gemma":0.0001708437,"domain_scores_codex":[0.9974583,0.0001243504,0.0005687951,0.000579958,0.0003337773,0.0009348496],"domain_scores_gemma":[0.9988228,0.00009531734,0.0001126095,0.0004489271,0.0001926294,0.0003277207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00499098,0.0006584851,0.1408681,0.0001248823,0.0003480744,0.0006010784,0.00009911729,0.000008692975,0.8070867,0.00006888031,0.03938918,0.005755801],"study_design_scores_gemma":[0.05156363,0.009602708,0.2186259,0.001037104,0.001482487,0.007814419,0.0003186615,0.000631658,0.6049513,0.0001735089,0.1026327,0.001165945],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744354,0.0002191584,0.004261482,0.01940783,0.0003209873,0.000362314,0.0002100897,0.0001261945,0.0006565053],"genre_scores_gemma":[0.9939873,0.0007250262,0.001706505,0.00148496,0.0006115824,0.00003602371,0.000195701,0.00005388447,0.001199076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2021354,"threshold_uncertainty_score":0.9997419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01217439865018761,"score_gpt":0.2638987898397588,"score_spread":0.2517243911895712,"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."}}