{"id":"W2949341223","doi":"10.3389/fpsyg.2019.01319","title":"Estradiol Fluctuation, Sensitivity to Stress, and Depressive Symptoms in the Menopause Transition: A Pilot Study","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Menopause: Health Impacts and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Canadian Institutes of Health Research; University of Regina","keywords":"Trier social stress test; Psychology; Sadness; Mood; Anger; Menopause; Estrogen; Clinical psychology; Internal medicine; Medicine; Fight-or-flight response","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004304766,0.0001650664,0.0003797325,0.0002304501,0.00004442652,0.00001335754,0.0000665901,0.00006213456,0.00002773551],"category_scores_gemma":[0.00003706111,0.000118469,0.000004980186,0.0002832559,0.00004955267,0.00007254667,0.00001078473,0.0002379115,0.00001582481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006941299,"about_ca_system_score_gemma":0.00004480339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002204208,"about_ca_topic_score_gemma":0.0002267152,"domain_scores_codex":[0.9984114,0.0003792814,0.0002861141,0.0004165346,0.0001776104,0.00032905],"domain_scores_gemma":[0.9992928,0.00007305493,0.00005521385,0.0004142358,0.00002878506,0.0001359261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002311727,0.002769409,0.970366,0.00007338609,0.0001540873,0.0007683153,0.00873399,0.00002525634,0.00105128,0.00002213318,0.002816229,0.01090817],"study_design_scores_gemma":[0.01152725,0.01558956,0.9709407,0.00009285851,0.00008399267,0.0001632679,0.0008570944,0.00007604038,0.00001695341,0.000363051,0.0001732471,0.0001159976],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914051,0.0004525956,0.001000819,0.003377053,0.0005335719,0.00263024,0.00001876789,0.00001648518,0.0005653645],"genre_scores_gemma":[0.9952839,0.00006275699,0.0006043359,0.003826664,0.00005702532,0.0001042246,0.00001951077,0.00001541244,0.00002616853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282015,"threshold_uncertainty_score":0.4831024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02382666148783136,"score_gpt":0.3328599001558332,"score_spread":0.3090332386680019,"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."}}