{"id":"W2941127260","doi":"10.1111/sltb.12489","title":"Suicide Notes: Assessing Their Impact on the Bereaved","year":2018,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Mental health; Suicide prevention; Psychiatry; Distress; Psychology; Emotional distress; Psychological distress; Medicine; Clinical psychology; Poison control; Medical emergency; Anxiety","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":[0.002023965,0.0002972114,0.0002228258,0.001018529,0.0004938921,0.0006123057,0.0003228133,0.0003637317,0.002253959],"category_scores_gemma":[0.01385349,0.0001431699,0.0003330126,0.0003568177,0.0003463439,0.0007305128,0.001187775,0.0006053197,0.0003636079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388978,"about_ca_system_score_gemma":0.0005229127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001687946,"about_ca_topic_score_gemma":0.003493986,"domain_scores_codex":[0.9990146,0.0004639396,0.000150214,0.00003794899,0.0002556687,0.00007761605],"domain_scores_gemma":[0.9920557,0.001884553,0.00393776,0.0002022946,0.001000943,0.0009186497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004325293,0.0005023489,0.9671426,0.000124999,0.00006797743,0.0002133552,0.001457063,0.0001124974,0.0003354785,0.00005533641,0.0003650556,0.02919083],"study_design_scores_gemma":[0.00002610287,0.001591672,0.9885001,0.0001606824,0.0000891921,0.0008268266,0.006706448,0.0004576294,0.0006775494,0.000112665,0.0008328478,0.00001831848],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982579,0.000231347,0.0001197191,0.0001488626,0.000008669916,0.00004134845,0.000151209,0.000005995821,0.001034862],"genre_scores_gemma":[0.9986603,0.0003421362,0.0004714887,0.0000333427,0.000008997254,0.00002293038,0.0001462388,0.000001423167,0.0003129499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002253959,"threshold_uncertainty_score":0.01070386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033483053025963,"score_gpt":0.4075084918707008,"score_spread":0.3041601865681045,"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."}}