{"id":"W7117579113","doi":"10.1177/19485506251407414","title":"Rumination in Daily Life Is Linked to Poorer Psychological Health in the United States Than in Japan","year":2025,"lang":"en","type":"article","venue":"Social Psychological and Personality Science","topic":"Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Azrieli Foundation; Israel Science Foundation","keywords":"Rumination; Trait; Psychological health; Psychological well-being; Mental health; Depressive symptoms; Acculturation; Association (psychology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003471764,0.0002730663,0.0003940078,0.001034079,0.0004239272,0.0001364193,0.0007766003,0.0002654803,0.0002302711],"category_scores_gemma":[0.0008432714,0.0001872448,0.00006315169,0.009039755,0.001150675,0.0001674733,0.0001123075,0.0006675139,0.0000428762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001494091,"about_ca_system_score_gemma":0.00006371953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002818046,"about_ca_topic_score_gemma":0.0005341051,"domain_scores_codex":[0.996048,0.0008391308,0.000548033,0.001282805,0.0004851898,0.0007968179],"domain_scores_gemma":[0.9987692,0.0004833832,0.0001389291,0.0002730332,0.0001427057,0.0001927045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004386581,0.002307603,0.848102,0.00001858698,0.000009638732,0.000008017235,0.04209014,0.000001533959,0.0000363994,0.005075888,0.005676725,0.09623476],"study_design_scores_gemma":[0.001333875,0.0004090637,0.9611753,0.00003712087,0.00000374531,0.000003127613,0.01822878,0.00002424611,7.726004e-7,0.01453508,0.004053891,0.0001950498],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9250035,0.0005256191,0.0001342214,0.06653613,0.000396826,0.0006693879,0.00004834043,0.00003727736,0.006648718],"genre_scores_gemma":[0.954909,0.0007642011,0.0001082283,0.04377022,0.00009319129,0.0001457272,0.00002788468,0.000006228723,0.0001753326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1130732,"threshold_uncertainty_score":0.763562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044132734552717,"score_gpt":0.459684481619358,"score_spread":0.3552712081640863,"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."}}