{"id":"W4361302814","doi":"10.1016/j.clinsp.2023.100188","title":"The relationship of major depressive disorder with Crohn's disease activity","year":2023,"lang":"en","type":"article","venue":"Clinics","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Major depressive disorder; Medicine; Internal medicine; Disease; Psychiatry; Depression (economics); Crohn's disease; Clinical psychology","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":[0.0001407875,0.00007907388,0.00008501314,0.00003374479,0.0003112573,0.0000287741,0.0002331002,0.00003489706,0.00001130871],"category_scores_gemma":[0.003290019,0.00004954364,0.00005879509,0.0004274611,0.0003098854,0.00009470564,0.00007127974,0.0001506055,0.00007845571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005122045,"about_ca_system_score_gemma":0.00007617607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003340197,"about_ca_topic_score_gemma":0.00002936888,"domain_scores_codex":[0.9991481,0.00011884,0.000136313,0.000223595,0.0001943752,0.0001788191],"domain_scores_gemma":[0.9961576,0.003267481,0.0001189371,0.0003616704,0.00002237669,0.00007191824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003281081,0.0008676164,0.8019931,0.0002073427,0.0000460981,0.0002830132,0.001071723,0.001707526,0.003706473,0.1040853,0.008322989,0.07442774],"study_design_scores_gemma":[0.0006403875,0.00004183062,0.9858872,0.00001657266,0.00001023115,4.755983e-7,0.00008786821,0.0007379191,0.0009606538,0.008176059,0.003348051,0.00009270367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996997,0.00005510434,0.0001568597,0.001470391,0.0001446986,0.0002086118,0.00002616837,0.00008904098,0.000852117],"genre_scores_gemma":[0.9979714,0.00008133162,0.00001227059,0.0001518174,0.00002146513,0.00002540593,0.000001863183,0.00001471407,0.001719774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838942,"threshold_uncertainty_score":0.3938697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05346693468863724,"score_gpt":0.3277502547945672,"score_spread":0.27428332010593,"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."}}