{"id":"W3122264888","doi":"10.20944/preprints202001.0077.v1","title":"The Role of Immune and Oxidative Pathways in Menstrual-Cycle Associated Depressive, Physio-Somatic, Breast and Anxiety Symptoms: Modulation by Sex Hormones","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Menstrual Health and Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"Faculty of Medicine, Chulalongkorn University; Chulalongkorn University","keywords":"Arylesterase; Paraoxonase; Internal medicine; Endocrinology; Malondialdehyde; Oxidative stress; Chemistry; Antioxidant; Hormone; Menstrual cycle; PON1; Estrogen; Medicine; Biochemistry","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":[0.0002117918,0.0001615215,0.0001549335,0.0002331476,0.0001273743,0.0002166607,0.00009971947,0.0001534501,0.0008086393],"category_scores_gemma":[0.0004984295,0.0001004922,0.0001234452,0.0001951742,0.0001280893,0.0001031157,0.0001584968,0.0001382848,0.00007848083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162378,"about_ca_system_score_gemma":0.0001367446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008782436,"about_ca_topic_score_gemma":0.001410714,"domain_scores_codex":[0.9999254,0.00002740425,0.000005100753,0.0000134051,0.00001161982,0.00001711744],"domain_scores_gemma":[0.9997831,0.00003705662,0.0001086075,0.000009954269,0.00002359523,0.00003769155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002834606,0.0002870907,0.9442283,0.0001318196,0.0001990999,0.0003337748,0.0003233551,0.0001031164,0.02618974,0.00007833751,0.000192757,0.02509803],"study_design_scores_gemma":[0.000009668497,0.0002460617,0.9989696,0.00000703034,0.00001842925,0.000126389,0.00006391086,0.00007091702,0.0003165328,0.0000229566,0.0001470198,0.000001413782],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975744,0.001888809,0.00007024677,0.00004309565,0.000005933957,0.0000105066,0.0001323695,0.000001998362,0.0002725455],"genre_scores_gemma":[0.9988682,0.0006697809,0.0001035649,0.00002762268,0.000009248108,0.00001130402,0.0000950321,7.494879e-7,0.0002144629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008782436,"threshold_uncertainty_score":0.002705097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02962591858689994,"score_gpt":0.2964684390804753,"score_spread":0.2668425204935754,"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."}}