{"id":"W4390495417","doi":"10.1371/journal.pone.0296522","title":"Engagement in meaningful activities post suicide loss: A scoping review protocol","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto Rehabilitation Institute; University of Toronto","funders":"University of Toronto; Toronto Rehabilitation Institute","keywords":"Grief; Mental health; Inclusion (mineral); Psychology; Suicide prevention; Systematic review; Poison control; Human factors and ergonomics; Protocol (science); Medicine; MEDLINE; Psychiatry; Social psychology; Medical emergency; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1307951,0.005383388,0.01174705,0.02299539,0.007998366,0.01006903,0.007568744,0.01130834,0.06169284],"category_scores_gemma":[0.1081028,0.006526273,0.01257785,0.016556,0.006923576,0.01113845,0.01008766,0.008749097,0.01557845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01674568,"about_ca_system_score_gemma":0.1172296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007086664,"about_ca_topic_score_gemma":0.01644948,"domain_scores_codex":[0.9399713,0.02485813,0.01839393,0.004055172,0.009646689,0.003074754],"domain_scores_gemma":[0.9125949,0.03175939,0.01300523,0.006300721,0.0312298,0.005109896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004878105,0.001068183,0.001521816,0.8105239,0.001042464,0.002350816,0.01537561,0.001907576,0.003061651,0.01018889,0.04944537,0.09863557],"study_design_scores_gemma":[0.01087773,0.002431177,0.007304299,0.6178077,0.002762041,0.001343252,0.01352756,0.001281988,0.002775461,0.0124765,0.3268414,0.0005709556],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0002949716,0.0008769789,0.001016633,0.0003250879,0.0001034245,0.9953429,0.001521423,0.0000436308,0.0004749909],"genre_scores_gemma":[0.0003313012,0.001218898,0.003402671,0.0001664575,0.00002205094,0.9941342,0.0004302873,0.000006138643,0.0002880888],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1307951,"threshold_uncertainty_score":0.6917188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2414946632031983,"score_gpt":0.4680674545873021,"score_spread":0.2265727913841039,"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."}}