{"id":"W4392595406","doi":"10.1016/j.bbi.2024.03.014","title":"Cognitive and inflammatory heterogeneity in severe mental illness: Translating findings from blood to brain","year":2024,"lang":"en","type":"article","venue":"Brain Behavior and Immunity","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health; Helse Sør-Øst RHF; Norges Forskningsråd; Universitetet i Oslo; CMC Microsystems","keywords":"Neuroinflammation; Cognitive decline; Cognition; Inflammation; Immunology; Psychology; Biology; Medicine; Neuroscience; Dementia; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005256748,0.0003888228,0.0004136708,0.001761805,0.0003270485,0.0007875953,0.0002397874,0.0002814149,0.0008592133],"category_scores_gemma":[0.001380537,0.0001490842,0.0002459302,0.0009376563,0.0006784671,0.0003681738,0.0008432676,0.0004061336,0.0001103673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513854,"about_ca_system_score_gemma":0.0002959187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003481685,"about_ca_topic_score_gemma":0.005631047,"domain_scores_codex":[0.9997383,0.00005541984,0.00002652293,0.00009170508,0.0000459582,0.00004195915],"domain_scores_gemma":[0.9994381,0.0001350463,0.0002185838,0.00006951219,0.00006490195,0.00007372359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001870569,0.00007860916,0.9143581,0.0002548915,0.0003986069,0.0005209514,0.0008734393,0.0003472563,0.04616877,0.0003361732,0.0003675541,0.03442501],"study_design_scores_gemma":[0.000006994176,0.00008621845,0.9973743,0.00001975883,0.00005294857,0.0002502334,0.0003094685,0.0001725344,0.0009410772,0.0005250484,0.0002545937,0.000006852887],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969079,0.001336138,0.0005908801,0.0001450676,0.000008266834,0.00001046328,0.0004886204,0.000009047299,0.0005035585],"genre_scores_gemma":[0.9983494,0.0005619224,0.0005253704,0.0000976802,0.00002593387,0.00001225812,0.0003222947,0.000005460711,0.00009969392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003481685,"threshold_uncertainty_score":0.006922841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02490862395497095,"score_gpt":0.2884735327387062,"score_spread":0.2635649087837353,"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."}}