{"id":"W2600172611","doi":"10.1186/s12888-017-1286-2","title":"Conflict-related trauma and bereavement: exploring differential symptom profiles of prolonged grief and posttraumatic stress disorder","year":2017,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Panel on Research Ethics","keywords":"Latent class model; Distress; Psychology; Grief; Complicated grief; Clinical psychology; Psychiatry; Poison control; Multinomial logistic regression; Injury prevention; Social class; Traumatic grief; Social support; Medicine; Social psychology; Medical emergency","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001835141,0.0003076319,0.000430956,0.0001081722,0.0004914385,0.00007944638,0.0002671444,0.0001647119,0.0002438837],"category_scores_gemma":[0.00001247862,0.0002739601,0.00007721049,0.00004664689,0.0003179281,0.0002180993,0.0001233669,0.0002233822,0.0000129823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001650802,"about_ca_system_score_gemma":0.00004084843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008911915,"about_ca_topic_score_gemma":0.001033453,"domain_scores_codex":[0.99807,0.0001186158,0.0005832324,0.0005334641,0.000222443,0.0004722596],"domain_scores_gemma":[0.9985229,0.0000402835,0.0004852992,0.0007050372,0.00003510824,0.0002113394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002748282,0.00090515,0.9658772,0.001392276,0.0002048656,8.575926e-7,0.006204079,2.13182e-7,0.0001450568,0.01985908,0.0001558272,0.004980534],"study_design_scores_gemma":[0.004920864,0.0005716234,0.9878585,0.0004984995,0.0001292569,0.00001455171,0.004268026,0.00002672416,0.0002711898,0.001046974,0.0001048149,0.0002889477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907516,0.001414357,0.00003775551,0.0002787695,0.002272151,0.001122722,0.0001233078,0.00005693789,0.003942422],"genre_scores_gemma":[0.9984775,0.0001618775,0.0003061669,0.00005164937,0.0001426469,0.0002154934,0.00005180187,0.00004372373,0.0005492049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0219813,"threshold_uncertainty_score":0.9999713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560184300984947,"score_gpt":0.3255845261340825,"score_spread":0.269982683124233,"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."}}