{"id":"W4408176915","doi":"10.20944/preprints202503.0439.v1","title":"Brain-Gut Interplay: Cognitive Performance and Biomarker Correlations in IBD Patients","year":2025,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Cognition; Neuroscience; Psychology; Medicine; Biology","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":[0.0002297592,0.00036061,0.0004121651,0.0008115318,0.0005005181,0.0007528877,0.0001386425,0.0004386356,0.001150343],"category_scores_gemma":[0.0009096044,0.0001618806,0.0002724781,0.0005972446,0.000213857,0.0002288754,0.0003283281,0.00032008,0.0001760609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139912,"about_ca_system_score_gemma":0.0001340357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002461269,"about_ca_topic_score_gemma":0.002879721,"domain_scores_codex":[0.9998595,0.00003253785,0.0000194368,0.00004177824,0.00002211845,0.00002462432],"domain_scores_gemma":[0.999747,0.00003879581,0.0001219021,0.00001576535,0.0000284905,0.00004799885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005815973,0.0001255567,0.9943182,0.00003502833,0.0001018936,0.0003338124,0.0001146252,0.00003563757,0.0008330942,0.00001440929,0.00007265947,0.003433473],"study_design_scores_gemma":[0.000008732934,0.0001881191,0.99882,0.000006141728,0.00005442569,0.0005597968,0.00009568682,0.00006137157,0.00008322776,0.00002805766,0.00009185934,0.000002652986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989612,0.0005755124,0.00002657888,0.00002584551,0.000003540898,0.000004543781,0.00009672654,0.000002166319,0.0003039197],"genre_scores_gemma":[0.9996477,0.0001209427,0.00004246861,0.00001627124,0.000006104737,0.000003253886,0.00008458886,6.280818e-7,0.00007807345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002461269,"threshold_uncertainty_score":0.004893839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06989189691525814,"score_gpt":0.3502882576875231,"score_spread":0.280396360772265,"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."}}