{"id":"W2106860029","doi":"10.3122/jabfm.2010.02.080163","title":"Screening for Suicide Ideation among Older Primary Care Patients","year":2010,"lang":"en","type":"article","venue":"The Journal of the American Board of Family Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Mental Health; University of Rochester; Canadian Institutes of Health Research; U.S. Public Health Service; Medical Center, University of Rochester; American Foundation for Suicide Prevention","keywords":"Medicine; Suicidal ideation; Geriatric Depression Scale; Depression (economics); Suicide prevention; Rating scale; Psychiatry; Primary care; Cohort; Poison control; Injury prevention; Gerontology; Family medicine; Medical emergency; Internal medicine; Psychology; Depressive symptoms; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007304146,0.0001560196,0.0005367731,0.000115575,0.0001537505,0.000003685777,0.0005720958,0.00003525657,0.00002427248],"category_scores_gemma":[0.0002842255,0.0000751941,0.0001784511,0.0002465842,0.0008561455,0.00006302161,0.00006966546,0.0004094177,0.000001416362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003024519,"about_ca_system_score_gemma":0.0000333727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247046,"about_ca_topic_score_gemma":0.00007569193,"domain_scores_codex":[0.998416,0.0001825551,0.0005973252,0.0001022421,0.0004716341,0.0002302522],"domain_scores_gemma":[0.9968697,0.0007412661,0.001430731,0.0003909285,0.0005024662,0.0000648765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001170574,0.00007342718,0.9297216,0.00003796195,0.0004453626,0.000002268069,0.01292971,0.00002450345,0.01057602,0.00003657542,0.0147583,0.03022367],"study_design_scores_gemma":[0.001855955,0.0008482588,0.9794205,0.00008095864,0.0003810988,0.000008214397,0.01649762,0.000004347016,0.0002566831,0.00007372926,0.000492836,0.00007976406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939126,0.0007735673,0.0007700034,0.001138009,0.001283011,0.0003194282,0.000008309917,0.000008651274,0.001786395],"genre_scores_gemma":[0.9965383,0.00007572569,0.0005350704,0.00214854,0.0005376644,0.00000632767,0.000003260349,0.00002345027,0.000131612],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04969892,"threshold_uncertainty_score":0.3154504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03594351558698611,"score_gpt":0.3333437829317839,"score_spread":0.2974002673447978,"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."}}