{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005760018,0.0002363512,0.0002037142,0.0001897323,0.0001884985,0.0003374204,0.0001559039,0.0004024302,0.001418473],"category_scores_gemma":[0.003208021,0.0001388303,0.0001595044,0.000106116,0.0002153771,0.0002439414,0.0003646511,0.0006454586,0.0001341072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001094992,"about_ca_system_score_gemma":0.000099959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009201944,"about_ca_topic_score_gemma":0.001348764,"domain_scores_codex":[0.9998201,0.0000626141,0.00001250042,0.00003879654,0.00003532795,0.00003082434],"domain_scores_gemma":[0.9983815,0.0004093835,0.0007233885,0.00008962602,0.0000794497,0.0003165607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002915355,0.0005404077,0.9786282,0.00004450377,0.0001110794,0.0002333771,0.0007860584,0.0001094215,0.007329288,0.00002392865,0.0001251003,0.009153396],"study_design_scores_gemma":[0.000005239919,0.000274164,0.9991955,0.00000302817,0.000007634937,0.0001248037,0.000129119,0.0000730055,0.0001376737,0.00001488563,0.00003246289,0.000002432763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995946,0.0001160073,0.00007817017,0.00002813759,0.000004174532,0.000003870655,0.00003209781,0.000001659561,0.0001412706],"genre_scores_gemma":[0.9997459,0.00003827623,0.00005860411,0.00001388541,0.000009130988,0.000003812917,0.00004047373,6.046733e-7,0.00008931629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001418473,"threshold_uncertainty_score":0.004745245,"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."}}