{"id":"W2900916946","doi":"10.1093/geroni/igy031.3460","title":"ENHANCING SUICIDE RISK ASSESSMENT WITH A BRIEF VERSION OF THE REASONS FOR LIVING SCALE-OLDER ADULT VERSION (RFL-OA)","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Construct validity; Suicidal ideation; Psychology; Poison control; Suicide prevention; Scale (ratio); Clinical psychology; Construct (python library); Injury prevention; Population; Human factors and ergonomics; Suicide attempt; Psychometrics; Gerontology; Medicine; Medical emergency; Environmental health","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":[0.001912014,0.0006416028,0.0008339304,0.001209436,0.0004961014,0.0007534547,0.0004934907,0.0005379448,0.003388182],"category_scores_gemma":[0.00867702,0.0004285929,0.001570317,0.0006988271,0.0001888072,0.0008175194,0.00144022,0.001497552,0.001021999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004487135,"about_ca_system_score_gemma":0.0007224322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002728547,"about_ca_topic_score_gemma":0.01187363,"domain_scores_codex":[0.9988804,0.0002935732,0.0003616285,0.0001187961,0.0002600567,0.00008554458],"domain_scores_gemma":[0.9970279,0.0005418673,0.001050998,0.0002083914,0.0009548332,0.0002158891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000770913,0.002205978,0.7353879,0.001090764,0.0006910164,0.0002721207,0.003057054,0.0007366298,0.002420514,0.0006142074,0.01835026,0.2344028],"study_design_scores_gemma":[0.000147388,0.0007664236,0.9874149,0.0001815334,0.00009360234,0.0003593224,0.0006613336,0.0009816193,0.0005519671,0.0006933236,0.008088777,0.00005985182],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701772,0.001162377,0.0043381,0.0006091354,0.0001413677,0.006463546,0.008971233,0.0002111464,0.007925852],"genre_scores_gemma":[0.8996298,0.002766501,0.05243697,0.0009176765,0.0001479406,0.01542905,0.01882811,0.00006236963,0.009781653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003388182,"threshold_uncertainty_score":0.01133466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0179316411610993,"score_gpt":0.3247240605870243,"score_spread":0.306792419425925,"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."}}