{"id":"W4391810168","doi":"10.2139/ssrn.4723925","title":"Spousal Mental Health Spillover: Do You Feel What I Feel, or Do You Feel What You See?","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Spillover effect; Psychology; Mental health; Social psychology; Economics; Psychotherapist; Microeconomics","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":[0.00267462,0.0002923933,0.0005708985,0.0007701985,0.001644747,0.002240717,0.0003475246,0.001163682,0.01172993],"category_scores_gemma":[0.01191223,0.0002569239,0.0007162467,0.0006960787,0.001214416,0.001669832,0.002892102,0.003103809,0.0008585344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009468217,"about_ca_system_score_gemma":0.0009378828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009123129,"about_ca_topic_score_gemma":0.01043758,"domain_scores_codex":[0.9988661,0.0004475586,0.00006607051,0.0001120581,0.0002088919,0.0002993809],"domain_scores_gemma":[0.9955207,0.001494939,0.001216334,0.000257284,0.0005338854,0.0009768816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008746745,0.0009361693,0.8882858,0.000461854,0.0006739709,0.000355006,0.03781514,0.0002208236,0.0005605359,0.006320988,0.01410252,0.04939261],"study_design_scores_gemma":[0.00005819434,0.0001722882,0.9385248,0.0004315597,0.0003540483,0.0002973426,0.05278618,0.0002972567,0.0002556913,0.002728309,0.00403473,0.00005953929],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717957,0.001344387,0.000394677,0.006583551,0.0002384122,0.00005881177,0.001118604,0.00001270334,0.01845309],"genre_scores_gemma":[0.9965097,0.0005300997,0.000158464,0.0005995232,0.00007168026,0.00006265792,0.0004729963,0.000004990256,0.0015898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01172993,"threshold_uncertainty_score":0.03924054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02109250628483838,"score_gpt":0.3421175605830307,"score_spread":0.3210250542981923,"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."}}