{"id":"W4213188611","doi":"10.1111/bdi.13187","title":"Faecal microbiota transplantation for bipolar disorder: A detailed case study","year":2022,"lang":"en","type":"letter","venue":"Bipolar Disorders","topic":"Clostridium difficile and Clostridium perfringens research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Gut flora; Mood; Bipolar disorder; Microbiome; Depression (economics); Mood disorders; Transplantation; Medicine; Disease; Fecal bacteriotherapy; Gut–brain axis; Inflammatory bowel disease; Psychiatry; Clostridium difficile; Intensive care medicine; Immunology; Antibiotics; Biology; Bioinformatics; Internal medicine; Microbiology; Anxiety","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":[0.0003830969,0.00200249,0.001186098,0.003175934,0.003996152,0.001737083,0.001209637,0.005100721,0.004587305],"category_scores_gemma":[0.002111901,0.0008692652,0.001654248,0.002134117,0.001524048,0.001890564,0.002436927,0.004785835,0.001221027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002856238,"about_ca_system_score_gemma":0.001193198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006260346,"about_ca_topic_score_gemma":0.01191007,"domain_scores_codex":[0.9991961,0.0001124873,0.0000981732,0.0001749644,0.0001722683,0.0002460763],"domain_scores_gemma":[0.999342,0.0001350344,0.0001545561,0.0000309551,0.00005219577,0.0002852997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00001638067,0.00005014508,0.002250633,0.00004598663,0.00001085299,0.9935748,0.000346667,0.00006288462,0.0003623616,0.0002959868,0.0008712497,0.002112028],"study_design_scores_gemma":[0.000004668131,0.00002556144,0.001875816,0.00005574081,0.00001221044,0.9963371,0.0002693889,0.0000895041,0.00007423775,0.000229686,0.001015658,0.00001046916],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7778507,0.1147711,0.01203375,0.0292934,0.003933059,0.0008816817,0.000946094,0.0003828473,0.05990731],"genre_scores_gemma":[0.9540583,0.02347105,0.00462683,0.007787868,0.002755441,0.00009863701,0.000338806,0.00009399236,0.006769151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006260346,"threshold_uncertainty_score":0.02072358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264890401705704,"score_gpt":0.2938456374337637,"score_spread":0.2711967334167066,"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."}}