{"id":"W2075542007","doi":"10.1016/j.annepidem.2005.07.007","title":"Inappropriate prescription drug use and suicide in seniors","year":2005,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Medicine; Medical prescription; Comorbidity; Logistic regression; Suicide prevention; Poison control; Injury prevention; Occupational safety and health; Population; Prescription drug; Demography; Suicide attempt; Psychiatry; Emergency medicine; Environmental health; Internal medicine","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":[0.001069907,0.0003260202,0.000601881,0.001827108,0.001029162,0.001388771,0.0003444807,0.001104674,0.001324662],"category_scores_gemma":[0.007572964,0.000480618,0.0008335531,0.002578741,0.0003745006,0.001064417,0.0007334474,0.001122824,0.0002499679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771446,"about_ca_system_score_gemma":0.000856868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02223514,"about_ca_topic_score_gemma":0.03354372,"domain_scores_codex":[0.9989017,0.0004281226,0.0002090225,0.00009907915,0.000181976,0.0001801394],"domain_scores_gemma":[0.9954742,0.0008395909,0.00187695,0.0002267466,0.0005892363,0.000993309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008059808,0.0000597235,0.9987765,0.00002569555,0.00005831169,0.00002851623,0.0001887305,0.000004033126,0.00002357486,0.00001052632,0.00007444307,0.0006693471],"study_design_scores_gemma":[0.000007427389,0.0001450385,0.998922,0.00001651631,0.00005122944,0.00009014751,0.0005916966,0.0000251389,0.00001187628,0.00002647879,0.0001094565,0.000003131236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979312,0.001179105,0.00001960472,0.00012701,0.00002807855,0.000005587845,0.0002921689,0.000001084924,0.0004161672],"genre_scores_gemma":[0.9988079,0.0006389398,0.00003067303,0.000102458,0.00004306105,0.000004791018,0.0001826546,9.201929e-7,0.0001885174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02223514,"threshold_uncertainty_score":0.04421145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1881605600604231,"score_gpt":0.4109374041797565,"score_spread":0.2227768441193335,"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."}}