{"id":"W4411574515","doi":"10.3389/fpubh.2025.1589426","title":"Exploring multiple levels of suffering and suicide prevention in an era of emerging national legislations","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières","funders":"Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet","keywords":"Psychosocial; Assisted suicide; Distress; Existentialism; Interpersonal communication; Suicide prevention; Psychology; Medicine; Psychotherapist; Psychiatry; Poison control; Political science; Medical emergency; Social psychology; Law","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":[0.01095462,0.0002426438,0.0005281166,0.001359273,0.006195849,0.007526796,0.001140824,0.001817774,0.003963381],"category_scores_gemma":[0.009051978,0.0002380425,0.0004456587,0.0008147252,0.02309037,0.008874148,0.009647898,0.005506599,0.0001883578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006772929,"about_ca_system_score_gemma":0.009060028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005842716,"about_ca_topic_score_gemma":0.02008034,"domain_scores_codex":[0.9953186,0.003185728,0.0001006625,0.0002429064,0.0004601717,0.0006920386],"domain_scores_gemma":[0.9936602,0.00331543,0.000797666,0.0002988947,0.0006307822,0.001297058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009434899,0.000361285,0.03877888,0.0006518468,0.00006316514,0.0008654784,0.4081926,0.0002636984,0.0005485552,0.4027158,0.0107641,0.1367002],"study_design_scores_gemma":[0.00001893527,0.0001610585,0.04422989,0.00224749,0.00004342138,0.000701585,0.7093761,0.0004250005,0.0003854665,0.1757704,0.06659219,0.00004846177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5664005,0.02530761,0.005096925,0.2956361,0.001004077,0.00007811377,0.00005720422,0.00004687468,0.1063726],"genre_scores_gemma":[0.9788566,0.006901524,0.001763194,0.01023155,0.0001754421,0.00004460297,0.00001699898,0.00001189819,0.001998191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01095462,"threshold_uncertainty_score":0.05793422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047899733809249,"score_gpt":0.4112046407923409,"score_spread":0.206414667411416,"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."}}