{"id":"W4223489725","doi":"10.1007/s12144-022-03033-x","title":"A scoping research literature review to explore bereavement humor","year":2022,"lang":"en","type":"article","venue":"Current Psychology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton; University of Alberta","funders":"","keywords":"Grief; Psychology; Variety (cybernetics); Psychotherapist; Humor research; Complicated grief; Social psychology","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":[0.01878398,0.001212623,0.003081721,0.03927311,0.002416163,0.006922069,0.001795021,0.004024605,0.0085411],"category_scores_gemma":[0.07938661,0.0009658318,0.004092405,0.02433372,0.002390808,0.00612102,0.004234516,0.002830127,0.001148143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006310676,"about_ca_system_score_gemma":0.03395549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009884655,"about_ca_topic_score_gemma":0.03205082,"domain_scores_codex":[0.9888831,0.003828878,0.004387112,0.0006667971,0.001806572,0.0004276393],"domain_scores_gemma":[0.9234763,0.05796021,0.007759115,0.001251305,0.00851005,0.001042891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001380357,0.0001997821,0.002502029,0.5957626,0.001524323,0.0003915093,0.003209698,0.0001414791,0.0003056881,0.005742635,0.01781954,0.3722626],"study_design_scores_gemma":[0.0000309811,0.00005764547,0.001764215,0.9466692,0.001688526,0.0002396719,0.002161815,0.00003820437,0.00007771537,0.001498252,0.04575229,0.00002142125],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001220156,0.9900904,0.0005956488,0.003040967,0.0005711339,0.0006680021,0.0003558852,0.00001517119,0.003442672],"genre_scores_gemma":[0.00832477,0.9857109,0.002017978,0.00207352,0.0002047157,0.0008423005,0.0003304037,0.000008712852,0.0004867243],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03927311,"threshold_uncertainty_score":0.09934038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3643049268448811,"score_gpt":0.5702134874538951,"score_spread":0.205908560609014,"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."}}