{"id":"W4283456603","doi":"10.1111/pcn.13439","title":"Spouse bereavement and brain pathologies: A propensity score matching study","year":2022,"lang":"en","type":"article","venue":"Psychiatry and Clinical Neurosciences","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Avid Radiopharmaceuticals; Institute of Aging; Korea Health Industry Development Institute; National Institute on Aging; Ministry of Health","keywords":"Propensity score matching; Spouse; Psychology; Matching (statistics); Clinical psychology; Psychiatry; Medicine; Internal medicine","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":[0.002440332,0.0001798745,0.0003040001,0.00006208524,0.001108734,0.00007489279,0.0003102802,0.00004180101,0.0001366921],"category_scores_gemma":[0.00005091511,0.0001446645,0.00006196458,0.0002259552,0.0003849109,0.0001046563,0.0005154244,0.0004854403,0.000007539656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211606,"about_ca_system_score_gemma":0.00006870615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002839384,"about_ca_topic_score_gemma":0.0002550556,"domain_scores_codex":[0.9968122,0.0009105848,0.0005941154,0.0009383926,0.0003370565,0.000407711],"domain_scores_gemma":[0.9989109,0.0003091596,0.0002063373,0.0003347467,0.00001125551,0.0002275815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001674628,0.004065805,0.9893408,0.00002636063,0.00001265168,0.00003511621,0.0008819404,0.000001375382,0.00003415681,0.002158903,0.0005003844,0.00277507],"study_design_scores_gemma":[0.001254076,0.006958935,0.9657965,0.00001151809,0.00002707632,0.00006359968,0.0231459,0.000004266113,7.421391e-7,0.002048022,0.0005194118,0.0001699224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877104,0.0002071758,0.00001349782,0.003739279,0.006742128,0.00085618,0.00002585266,0.0000675416,0.0006380123],"genre_scores_gemma":[0.9916255,0.00008542659,0.00007720017,0.00719788,0.0001289761,0.00008206914,0.000002128622,0.00001114743,0.0007896358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02354424,"threshold_uncertainty_score":0.8527594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1249382592930576,"score_gpt":0.4121149871586367,"score_spread":0.2871767278655791,"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."}}