{"id":"W1860575937","doi":"10.1080/13607863.2015.1078279","title":"Reasons for living, meaning in life, and suicide ideation: investigating the roles of key positive psychological factors in reducing suicide risk in community-residing older adults","year":2015,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Laurentian University; Lawson Health Research Institute; Western University","funders":"","keywords":"Loneliness; Psychology; Suicidal ideation; Clinical psychology; Discriminant validity; Poison control; Suicide prevention; Mental health; Cognition; Injury prevention; Psychiatry; Psychometrics; Medicine; Internal consistency; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00362609,0.0002182799,0.0004616274,0.0002510791,0.000375899,0.00002417906,0.0001985429,0.00008787472,0.0000052007],"category_scores_gemma":[0.001275758,0.000179378,0.00004443287,0.0003858473,0.0001486749,0.0001380185,0.0001411582,0.000724522,9.182733e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002388168,"about_ca_system_score_gemma":0.00006342415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0723117,"about_ca_topic_score_gemma":0.04906966,"domain_scores_codex":[0.9965767,0.00165576,0.0007073103,0.000347951,0.000181589,0.0005306675],"domain_scores_gemma":[0.9965889,0.002598336,0.0003683229,0.00024989,0.00004530243,0.0001492543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007008437,0.0001269708,0.7111878,0.00003577437,0.00001630384,0.000001720725,0.2863256,0.00003679114,0.00002539668,0.0003153529,0.0001191315,0.00173903],"study_design_scores_gemma":[0.001338887,0.0002481735,0.7825046,0.0009823239,0.000006659875,0.000006498463,0.2140095,0.0002114316,0.0000662122,0.0004919356,0.000002464383,0.0001312737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940768,0.00302319,0.00002386287,0.001361237,0.0001544251,0.0007815889,0.0000275281,0.00003114737,0.0005202188],"genre_scores_gemma":[0.9982827,0.0001453908,0.0005801642,0.0008217517,0.00003851809,0.0000684101,0.00002862482,0.00002427829,0.00001012868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07231609,"threshold_uncertainty_score":0.9682823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380034788584315,"score_gpt":0.3862816336496315,"score_spread":0.3124812857637884,"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."}}