{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002764899,0.0001642469,0.0006183448,0.0002003953,0.00004396997,0.000003533261,0.000117678,0.0001710155,0.0001604436],"category_scores_gemma":[0.002521446,0.0001425919,0.00008133546,0.0001312732,0.0002095197,0.0001765646,0.00007851754,0.0002258931,0.0000641978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001097323,"about_ca_system_score_gemma":0.000009270397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004389083,"about_ca_topic_score_gemma":0.001586433,"domain_scores_codex":[0.9972306,0.001057501,0.0007345449,0.0003881934,0.00005157723,0.000537611],"domain_scores_gemma":[0.9971097,0.002176058,0.000240076,0.0003067398,0.00008321815,0.00008428031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002513113,0.0001154503,0.9470196,0.00001547257,0.0001032394,0.000009447669,0.003556215,0.00006128312,0.0002306417,0.01031268,0.03045611,0.007868552],"study_design_scores_gemma":[0.0005075017,0.0001022848,0.9770161,0.00001089806,0.00001485357,0.00001283076,0.0005056734,0.0001020663,0.0002314138,0.007474738,0.0138658,0.0001558304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783656,0.005519544,0.0000525432,0.01448415,0.0001987291,0.0001806562,0.000009465447,0.00003119091,0.001158094],"genre_scores_gemma":[0.9902204,0.002234711,0.0008289571,0.005641503,0.0001037672,0.00003468109,0.000009895203,0.00001432152,0.0009117853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02999652,"threshold_uncertainty_score":0.663501,"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."}}