{"id":"W2944964067","doi":"10.1016/j.socscimed.2019.05.019","title":"What does it mean to be exposed to suicide?: Suicide exposure, suicide risk, and the importance of meaning-making","year":2019,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meaning (existential); Grief; Vulnerability (computing); Suicide prevention; Psychology; Poison control; Meaning-making; Human factors and ergonomics; Injury prevention; Social psychology; Occupational safety and health; Suicide attempt; Risk factor; Psychiatry; Medicine; Clinical psychology; Medical emergency; Psychotherapist; Computer security","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":[0.006236047,0.0002809573,0.0005730947,0.001228233,0.001970665,0.005930684,0.001048098,0.00301634,0.00190428],"category_scores_gemma":[0.03575158,0.000355221,0.0005500443,0.001315417,0.0122734,0.006865741,0.003671942,0.005208679,0.0001787213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220151,"about_ca_system_score_gemma":0.002210505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002866003,"about_ca_topic_score_gemma":0.003289401,"domain_scores_codex":[0.9969585,0.001801921,0.0002165122,0.0002202278,0.0005455714,0.0002571722],"domain_scores_gemma":[0.9789013,0.01277236,0.004729873,0.0006481007,0.0009517392,0.001996613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006717392,0.001179861,0.4898213,0.00100411,0.0005490743,0.001176611,0.3581464,0.0002935166,0.000927881,0.06228168,0.002768712,0.08117911],"study_design_scores_gemma":[0.00009701172,0.0004672901,0.4757183,0.001901617,0.0004123553,0.003441426,0.3808332,0.001002077,0.0006656295,0.1258931,0.009340975,0.0002268774],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394965,0.009067059,0.000855648,0.03954876,0.0003363118,0.00001492973,0.00006249949,0.000006296166,0.01061203],"genre_scores_gemma":[0.9972013,0.001556173,0.0001740236,0.0008604724,0.00008390647,0.000006890011,0.00001154452,0.000003075198,0.0001025807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006236047,"threshold_uncertainty_score":0.03297979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04429875820607002,"score_gpt":0.3586343618614954,"score_spread":0.3143356036554255,"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."}}