{"id":"W4415717658","doi":"10.5498/wjp.v15.i11.110690","title":"Cognitive impairment and pain in depression: The mediating role of the kynurenine pathway","year":2025,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Kynurenine pathway; Depression (economics); Biomarker; Cognition; Kynurenine","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":[],"consensus_categories":[],"category_scores_codex":[0.0006720069,0.00007955459,0.0001297892,0.0001262133,0.0001007964,0.00001737465,0.0002497633,0.00002283824,0.00002170285],"category_scores_gemma":[0.0004245191,0.00004091913,0.00007870771,0.0005084922,0.0001137109,0.0000556239,0.00007071185,0.0003065417,3.190934e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001015205,"about_ca_system_score_gemma":0.0001299086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005013437,"about_ca_topic_score_gemma":0.0002110687,"domain_scores_codex":[0.9989038,0.000324156,0.0003354143,0.0001023893,0.000210618,0.0001236384],"domain_scores_gemma":[0.9990464,0.000502341,0.000294004,0.0001019633,0.00002595429,0.0000293544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004784566,0.0006267662,0.7857782,0.00009103626,0.00004151231,0.000008202789,0.002856318,0.00008937956,0.04995723,0.008309779,0.004521153,0.147242],"study_design_scores_gemma":[0.004662585,0.0002816529,0.8518127,0.00205725,0.0000430502,0.00004875363,0.009146993,0.0004180894,0.08044407,0.04647552,0.004392773,0.0002165674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823565,0.005106409,0.00004501926,0.008366436,0.0008635517,0.00018614,0.000005882941,0.000004721144,0.00306529],"genre_scores_gemma":[0.9978583,0.00005228596,0.0001289433,0.001758017,0.00008143066,0.000002604829,7.243418e-8,0.000004554734,0.0001138317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1470254,"threshold_uncertainty_score":0.1668634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006783903950227778,"score_gpt":0.2470704510270007,"score_spread":0.2402865470767729,"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."}}