{"id":"W3165516905","doi":"10.1177/21677026211053320","title":"The Benefits of Living With Close Others: A Longitudinal Examination of Mental Health Before and During a Global Stressor","year":2021,"lang":"en","type":"article","venue":"Clinical Psychological Science","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto; Social Sciences and Humanities Research Council of Canada; Mind and Life Institute","keywords":"Stressor; Psychology; Mental health; Clinical psychology; Psychiatry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004061979,0.00006737081,0.0002189071,0.00001304352,0.0008379367,0.00005580918,0.0003073703,0.00006454143,0.00003545523],"category_scores_gemma":[0.003260518,0.00003942064,0.00004744458,0.0005749452,0.002992671,0.0001431703,0.0001105184,0.0001191966,7.254905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000678744,"about_ca_system_score_gemma":0.0002293971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002833255,"about_ca_topic_score_gemma":0.004319592,"domain_scores_codex":[0.9979048,0.0003419845,0.0004631614,0.0003597218,0.000530381,0.0003999144],"domain_scores_gemma":[0.9983388,0.000841073,0.0002456272,0.000176458,0.0001440913,0.000254005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002689244,0.0002262077,0.8895984,0.00002819053,0.000004726062,0.000001323506,0.001487402,0.000001228141,0.000002950971,0.03646287,0.00002393543,0.07213587],"study_design_scores_gemma":[0.0001668977,0.0003098325,0.9953106,0.0002289904,0.000002319307,0.000003214684,0.00347523,0.000007564598,0.000003434914,0.0003468862,0.0001013099,0.0000437174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895571,0.0005078725,0.0000109315,0.007409926,0.0002016055,0.0001551106,0.00001346795,0.00001148259,0.002132491],"genre_scores_gemma":[0.9982017,0.0008570989,0.0004105413,0.0004085961,0.00006074275,0.000003034618,2.262894e-7,0.0000017585,0.00005634922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057122,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015168977532592,"score_gpt":0.4773890281201825,"score_spread":0.3758721303669233,"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."}}