{"id":"W2917817971","doi":"10.5114/aoms.2019.83146","title":"Immune to happiness – inflammatory process indicators and depressive personality traits","year":2019,"lang":"en","type":"article","venue":"Archives of Medical Science","topic":"Tryptophan and brain disorders","field":"Neuroscience","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Uniwersytet Łódzki","keywords":"Medicine; Minnesota Multiphasic Personality Inventory; Myeloperoxidase; Oxidative stress; Neuroticism; Immune system; Inflammation; Superoxide dismutase; Depression (economics); Personality; Immunology; Internal medicine; Clinical psychology; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000422655,0.0001082215,0.0001728695,0.0002180466,0.0001342916,0.00003079344,0.001167543,0.00004011883,0.0001324055],"category_scores_gemma":[0.00231677,0.00008359995,0.00003447989,0.0007250143,0.002298133,0.000211188,0.0003359074,0.0001751792,0.00001695245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000543342,"about_ca_system_score_gemma":0.0003249552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001584407,"about_ca_topic_score_gemma":0.000004979482,"domain_scores_codex":[0.9975165,0.00006231799,0.0002145627,0.0005140359,0.001347078,0.0003455378],"domain_scores_gemma":[0.9988752,0.0004000636,0.00009045885,0.0001761015,0.00001320807,0.0004449658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006956373,0.000143207,0.02383804,0.0001990322,0.000003599982,0.00001335972,0.009627466,0.00001432853,0.8112765,0.01146141,0.00001516138,0.1433383],"study_design_scores_gemma":[0.0006818958,0.00009464593,0.7545626,0.0001717655,0.000001936057,0.00001606274,0.0004496206,0.0008461822,0.2408213,0.001672418,0.0004934034,0.0001882256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923418,0.00005532563,0.0001401437,0.001671277,0.00008457943,0.0002567221,0.000004753937,0.00002885254,0.005416601],"genre_scores_gemma":[0.9991534,0.00002412897,0.00006654938,0.0006642999,0.00001727676,0.00001097846,1.975501e-7,0.000005403844,0.0000577516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7307245,"threshold_uncertainty_score":0.8467568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150651532215146,"score_gpt":0.2788680948703659,"score_spread":0.2673615795482144,"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."}}