{"id":"W1829014525","doi":"10.1027/0227-5910/a000053","title":"Key Considerations for Preventing Suicide in Older Adults","year":2011,"lang":"en","type":"article","venue":"Crisis","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Key (lock); Medicine; Medical emergency; Psychology; Gerontology; Computer security; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001738894,0.00009385912,0.0001577687,0.00008870627,0.0001005987,0.00001054113,0.00006039227,0.00006115225,0.001918979],"category_scores_gemma":[0.000150646,0.00009072282,0.00007130709,0.00008072927,0.0000217917,0.00005696196,0.00002535959,0.00007103482,0.0001345267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001167939,"about_ca_system_score_gemma":0.0000107625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009338558,"about_ca_topic_score_gemma":0.000916281,"domain_scores_codex":[0.9991804,0.00004883759,0.0002373141,0.0002338156,0.00004705528,0.0002525418],"domain_scores_gemma":[0.9994035,0.0002578977,0.00005215287,0.0001910219,0.00006374651,0.00003162778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003013168,0.0008975706,0.4348735,0.000104008,0.0003828182,0.00008004934,0.290083,0.000001457923,0.0001018692,0.02157555,0.2477409,0.003858009],"study_design_scores_gemma":[0.004232136,0.0001653579,0.9045382,0.00004523124,0.0001373586,0.00001834926,0.06233956,0.00002903455,0.002268607,0.02434897,0.001392984,0.0004842467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707767,0.001038493,0.0004357197,0.000632625,0.0005007208,0.0005420151,0.00001556119,0.0000713886,0.02598675],"genre_scores_gemma":[0.995969,0.000009945567,0.002265267,0.0008116045,0.00006658461,0.0002823067,0.000003748744,0.00001553481,0.0005760263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696646,"threshold_uncertainty_score":0.9989934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08423044255626565,"score_gpt":0.3418530989601311,"score_spread":0.2576226564038654,"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."}}