{"id":"W3206329499","doi":"","title":"Characteristics of inflammation-related depression","year":2020,"lang":"en","type":"article","venue":"Bristol Research (University of Bristol)","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Depression (economics); Inflammation; Medicine; Economics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006790924,0.0002215087,0.0003324914,0.0006035221,0.0004292547,0.0004370206,0.000284143,0.0003036828,0.01250741],"category_scores_gemma":[0.002634472,0.00007237433,0.0003102222,0.00125047,0.0001801862,0.0002223339,0.0003059974,0.0004438734,0.001364405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956063,"about_ca_system_score_gemma":0.0007046782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126721,"about_ca_topic_score_gemma":0.002270045,"domain_scores_codex":[0.9990559,0.0002195171,0.0002158203,0.000138967,0.0002506393,0.0001191485],"domain_scores_gemma":[0.997748,0.0002632443,0.00139803,0.00007068704,0.0002573818,0.0002626898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005230305,0.0001497904,0.9807441,0.0002981396,0.00008175742,0.0002515629,0.0001123974,0.00005471702,0.0005840553,0.0001937158,0.002210289,0.01479647],"study_design_scores_gemma":[0.00004590201,0.0003835704,0.9928584,0.00007330966,0.00004894648,0.001896104,0.0001454579,0.00008201473,0.0001341327,0.0002411864,0.004084211,0.000006804192],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9546395,0.008993006,0.001645077,0.001938984,0.0001425825,0.0009015865,0.01648168,0.00004121286,0.01521648],"genre_scores_gemma":[0.9888341,0.00168132,0.001352413,0.0004480585,0.000117488,0.0004639511,0.004405791,0.000007548346,0.002689274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01250741,"threshold_uncertainty_score":0.04184145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991298977341044,"score_gpt":0.2853553124282268,"score_spread":0.2154423226548164,"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."}}