{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005081599,0.0008865492,0.001136433,0.0008934467,0.0008407097,0.0001189265,0.0004888558,0.0008407315,0.001420685],"category_scores_gemma":[0.0001453407,0.0008821108,0.0008952155,0.0008223706,0.0001782148,0.00009495235,0.0001637489,0.003240437,0.00007880673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004075766,"about_ca_system_score_gemma":0.0006320165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0033734,"about_ca_topic_score_gemma":0.003549541,"domain_scores_codex":[0.9949158,0.0003884648,0.0008896682,0.00142346,0.001093812,0.001288777],"domain_scores_gemma":[0.9977326,0.0004845051,0.0002491455,0.001115166,0.0001857173,0.0002329117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002705703,0.004942801,0.01728849,0.00499728,0.002698065,0.03077855,0.003505053,0.00002416507,0.00388288,0.000004893689,0.8153832,0.1137889],"study_design_scores_gemma":[0.006459252,0.003247133,0.0003014909,0.00006007023,0.001833083,0.003591362,0.002603712,0.000124194,0.0002501316,0.000005632947,0.9806398,0.0008841708],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7255463,0.06516579,0.0003852839,0.187108,0.001128714,0.01548797,0.004595279,0.0004803039,0.0001023447],"genre_scores_gemma":[0.308153,0.1628202,0.001551449,0.368211,0.01777812,0.02007271,0.07924389,0.004967341,0.03720231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4173933,"threshold_uncertainty_score":0.9994922,"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."}}