{"id":"W2056162498","doi":"10.1097/jgp.0b013e31817b609a","title":"Reasons for Living, Hopelessness, and Suicide Ideation Among Depressed Adults 50 Years or Older","year":2008,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":127,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"National Institute of Mental Health","keywords":"Suicidal ideation; Psychology; Suicide ideation; Ideation; Clinical psychology; Suicide prevention; Psychiatry; Gerontology; Poison control; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006889609,0.0002557476,0.000377606,0.0007399039,0.0007234332,0.0008169782,0.0002891763,0.0008512898,0.001005923],"category_scores_gemma":[0.003811364,0.0003162327,0.0007918435,0.0005623992,0.0003002142,0.0005859478,0.0005258454,0.001068898,0.0001607024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000375245,"about_ca_system_score_gemma":0.0004486223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008660203,"about_ca_topic_score_gemma":0.02286383,"domain_scores_codex":[0.9997365,0.00007897546,0.00004810017,0.00002275984,0.00006376455,0.00004989872],"domain_scores_gemma":[0.9983949,0.0002600454,0.0007554139,0.00005479607,0.0001657479,0.0003689913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008185809,0.0001223068,0.9982516,0.00001374763,0.00005771323,0.00003748587,0.0002829935,0.000009898092,0.00003590382,0.00001440797,0.00008835705,0.001003654],"study_design_scores_gemma":[0.000009475729,0.0001078882,0.9988833,0.00001002062,0.0000347746,0.00007253361,0.0007330506,0.00003964365,0.000009437616,0.00001587659,0.00008129828,0.000002658338],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988489,0.0004676786,0.000009230605,0.0001130796,0.00001465013,0.00001001133,0.0001157609,8.311975e-7,0.0004198059],"genre_scores_gemma":[0.9993255,0.000254066,0.00002690779,0.00007729916,0.00001598397,0.000008533505,0.0001150323,4.077021e-7,0.0001762892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008660203,"threshold_uncertainty_score":0.0172196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330558335434698,"score_gpt":0.2830474068507426,"score_spread":0.2697418234963956,"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."}}