{"id":"W4414491550","doi":"10.1097/psy.0000000000001439","title":"The Grieving Heart: The Association Between Hemodynamic Responses to Grief Recall and Prolonged Grief Disorder Symptoms","year":2025,"lang":"en","type":"article","venue":"Biopsychosocial Science and Medicine","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Hemodynamics; Grief; Recall; Association (psychology); Haemodynamic response; Task (project management)","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00426183,0.0001563192,0.0002305491,0.0001152208,0.002000658,0.00008192579,0.0003121499,0.0001053512,0.00001357169],"category_scores_gemma":[0.000704231,0.00008645099,0.00002515295,0.0009979084,0.0009682746,0.0000920706,0.0001048614,0.0002289251,0.00001003047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002132981,"about_ca_system_score_gemma":0.0001804735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001134246,"about_ca_topic_score_gemma":0.000619516,"domain_scores_codex":[0.9978372,0.0002329852,0.0003222967,0.0004641109,0.0005520395,0.0005913066],"domain_scores_gemma":[0.9985511,0.0006871985,0.0001337758,0.0002746597,0.0001445765,0.0002087365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004482199,0.00009969691,0.7543578,0.00004953383,0.00009652443,0.000001570185,0.01457783,3.129018e-8,0.002868659,0.02883608,0.02514933,0.1735148],"study_design_scores_gemma":[0.000751387,0.0003389999,0.8825938,0.000104279,0.00004394848,0.000002081152,0.002950678,0.000002874454,0.00001750785,0.001855254,0.1112434,0.00009577975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8761073,0.001011841,0.00004651792,0.1119367,0.001655489,0.0008706643,0.00001328594,0.00003667,0.008321448],"genre_scores_gemma":[0.9864532,0.0002772035,0.00001537173,0.0065514,0.0004628063,0.00009629335,0.000003472019,0.0000078361,0.006132456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.173419,"threshold_uncertainty_score":0.9992986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659346070796842,"score_gpt":0.3647569506871076,"score_spread":0.3481634899791392,"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."}}