{"id":"W2764039272","doi":"10.1080/07481187.2017.1382609","title":"Bereavement grief: A population-based foundational evidence study","year":2017,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Grief; Spouse; Disenfranchised grief; Traumatic grief; Psychology; Complicated grief; Population; Incidence (geometry); Clinical psychology; Psychiatry; Medicine; Sociology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005397809,0.0002042114,0.0002917569,0.00006935421,0.00143745,0.00007893173,0.0002937699,0.00003860484,0.0002814819],"category_scores_gemma":[0.0001665178,0.0001739813,0.00006585198,0.00004250568,0.00007789082,0.0001704856,0.0001415885,0.0001024515,0.0002314129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000209791,"about_ca_system_score_gemma":0.00004916709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003743974,"about_ca_topic_score_gemma":0.001816658,"domain_scores_codex":[0.9983363,0.0001112489,0.0003648868,0.000456414,0.000378943,0.0003522767],"domain_scores_gemma":[0.9984944,0.0002365863,0.0002921546,0.0007509317,0.0001347852,0.00009113915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007972848,0.0006515196,0.9840197,0.00006547545,0.0002728737,0.00001970762,0.003305504,0.000002662455,0.000003604539,0.007536034,0.002041565,0.002001611],"study_design_scores_gemma":[0.001258667,0.0005283527,0.9918902,0.000139671,0.00007723366,0.000001242851,0.003786858,0.000007172674,0.00001023814,0.001117615,0.001012705,0.0001700579],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899066,0.0009574314,0.00006147054,0.001368663,0.001886493,0.001034868,0.00002111545,0.00006262383,0.004700711],"genre_scores_gemma":[0.9957038,0.00005432556,0.0001839928,0.0006753964,0.0002658161,0.000404212,0.00002538077,0.0000161296,0.002670964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007870471,"threshold_uncertainty_score":0.9998626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2352852722736536,"score_gpt":0.4842487308393657,"score_spread":0.2489634585657121,"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."}}