{"id":"W4391473978","doi":"10.1017/s104161022300443x","title":"A systematic review of psychosocial protective factors against suicide and suicidality among older adults","year":2024,"lang":"en","type":"review","venue":"International Psychogeriatrics","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Suicidal ideation; Social connectedness; Protective factor; Psychosocial; Social support; Clinical psychology; Psychology; Psychological intervention; Religiosity; Quality of life (healthcare); Coping (psychology); Suicide prevention; Poison control; Medicine; Psychiatry; Social psychology; Environmental health; Psychotherapist","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":[0.009501012,0.001605632,0.007026149,0.01238864,0.0008367857,0.002474501,0.001651175,0.001954326,0.004156907],"category_scores_gemma":[0.0428566,0.0009580919,0.006981006,0.01021966,0.0008783763,0.002297172,0.001660375,0.001226574,0.0003399077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003469535,"about_ca_system_score_gemma":0.01919776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009612457,"about_ca_topic_score_gemma":0.03129334,"domain_scores_codex":[0.9919065,0.002789424,0.003247109,0.000489096,0.001356569,0.000211281],"domain_scores_gemma":[0.9754,0.01650212,0.004905517,0.0003688272,0.002513517,0.0003100042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008438007,0.00001204707,0.0006078686,0.9632502,0.004280725,0.00008198967,0.0002572611,0.00005873266,0.00008448346,0.0001746776,0.00102224,0.03008545],"study_design_scores_gemma":[0.00007279695,0.0001290961,0.00269931,0.9563461,0.02849862,0.000210265,0.0002244127,0.0000376564,0.00006483067,0.0001708549,0.01152682,0.00001922166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001177092,0.9970738,0.0001828375,0.000261145,0.0001301839,0.0005068161,0.0003939486,0.000009497529,0.0002647295],"genre_scores_gemma":[0.01087206,0.9865181,0.0007813412,0.0003915766,0.00007076947,0.0009794175,0.0002672907,0.000003765026,0.000115698],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01238864,"threshold_uncertainty_score":0.05024672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634085539159591,"score_gpt":0.3828869653045845,"score_spread":0.3465461099129886,"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."}}