{"id":"W4408423270","doi":"10.1016/j.jebo.2025.106951","title":"Shared lives, shared stress: Witnessing and spillover effects in spousal mental health interactions","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Behavior & Organization","topic":"Psychological Well-being and Life Satisfaction","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Korea University","keywords":"Spillover effect; Mental health; Psychology; Stress (linguistics); Mental stress; Social psychology; Medicine; Psychiatry; Economics; Microeconomics; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002228661,0.0001220548,0.000263695,0.000310054,0.0001083037,0.00007982253,0.0000916814,0.00007865431,0.0009013424],"category_scores_gemma":[0.00003893438,0.0001100343,0.00003657928,0.0001463404,0.00003157775,0.0003556235,0.00002954645,0.0002675001,0.00003746675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004396797,"about_ca_system_score_gemma":0.0000600085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001471871,"about_ca_topic_score_gemma":0.00007382374,"domain_scores_codex":[0.9989022,0.0001298586,0.0005501443,0.0002005655,0.00005091722,0.0001663132],"domain_scores_gemma":[0.9993814,0.00006060554,0.0003301767,0.000109784,0.00004410123,0.00007397045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001388997,0.0004923177,0.9684411,0.00003397265,0.00007173409,0.00002969224,0.003416245,0.00005981928,0.005611971,0.001329215,0.004282052,0.01609293],"study_design_scores_gemma":[0.001477704,0.0001573862,0.9960051,0.0002248723,0.00003917998,0.0001252545,0.0006589209,0.00003216325,0.0004205258,0.0001646916,0.0005862119,0.0001079464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945339,0.0002247427,0.0004662006,0.0009472471,0.002744865,0.0002136608,0.00001808794,0.00002038849,0.0008308954],"genre_scores_gemma":[0.9989591,0.00004635084,0.0002113816,0.0002743524,0.0001275437,0.000004101931,0.00004688042,0.0000171148,0.0003132111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02756399,"threshold_uncertainty_score":0.9869068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01440240056250678,"score_gpt":0.3337066119654741,"score_spread":0.3193042114029673,"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."}}