{"id":"W1978261510","doi":"10.1136/ebmh.8.4.117","title":"Prescription of pharmacotherapy for depression in elderly people varies with age, race, gender, and length of care","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Mental Health","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Medicine; Depression (economics); Medicaid; Antidepressant; Medical prescription; Population; Internal medicine; Psychiatry; Anxiety; Health care; Pharmacology","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":[0.0003406906,0.0002684676,0.0007885504,0.0002135177,0.00007403218,0.00001168796,0.00009237741,0.0001982966,0.00006705683],"category_scores_gemma":[0.00003689644,0.0002051146,0.00009210338,0.0001463122,0.0001053692,0.0002477898,0.0000189695,0.0006610355,5.01215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300439,"about_ca_system_score_gemma":0.0005216578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002913271,"about_ca_topic_score_gemma":0.0001043192,"domain_scores_codex":[0.9979728,0.0001926684,0.0005818616,0.0003826343,0.000528468,0.0003415788],"domain_scores_gemma":[0.9983949,0.00060568,0.000569351,0.0002176135,0.00008790579,0.0001245293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.04915638,0.001521408,0.2831079,0.1164584,0.0004831829,0.00008171061,0.0164802,0.0001539246,0.005043883,0.00002298963,0.2472158,0.2802742],"study_design_scores_gemma":[0.03821145,0.01808052,0.04440802,0.02942014,0.0009904999,0.00005787696,0.002301143,0.0020338,0.02877101,0.00003089022,0.8345646,0.001130068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2593971,0.2357319,0.001081761,0.4851197,0.001023424,0.01615707,0.0007796388,0.00009938362,0.0006100161],"genre_scores_gemma":[0.7305518,0.02282167,0.005197264,0.2394421,0.0006389365,0.0002163937,0.0007890802,0.00008759123,0.0002550746],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5873488,"threshold_uncertainty_score":0.8364329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.141078035795401,"score_gpt":0.4290807791365126,"score_spread":0.2880027433411116,"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."}}