{"id":"W2172096990","doi":"10.1176/appi.ps.651009","title":"Antidepressant Prescribing in Elderly Populations: In Reply","year":2014,"lang":"en","type":"letter","venue":"Psychiatric Services","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Centre for Addiction and Mental Health","keywords":"Medical diagnosis; Depression (economics); Context (archaeology); Psychiatry; Mental health; Mental illness; Antidepressant; Medicine; Antidepressant medication; Major depressive episode; Psychology; Mood; Anxiety","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003757477,0.0004693625,0.0006415459,0.001052142,0.0001190434,0.00008820295,0.0007039089,0.0007191543,0.0006770028],"category_scores_gemma":[0.000004191739,0.0004441713,0.0001222292,0.0008211359,0.00001961104,0.0002042137,0.00006824221,0.001337257,0.0004403944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001052732,"about_ca_system_score_gemma":0.00002163516,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02226765,"about_ca_topic_score_gemma":0.003966743,"domain_scores_codex":[0.9963132,0.0004137545,0.001077723,0.001018922,0.0003535472,0.0008228357],"domain_scores_gemma":[0.9983069,0.0001653147,0.0005274204,0.0009108096,0.00002705551,0.00006253509],"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":[0.00007905615,0.0002729778,0.5730595,0.001391978,0.00003734432,0.0002877265,0.0008719187,0.00000740642,2.310112e-7,0.0001568601,0.4191393,0.004695729],"study_design_scores_gemma":[0.003654575,0.0002820694,0.4463874,0.0005308772,0.0001206024,0.00004648749,0.0003936516,0.0001687953,0.000001065305,0.004561849,0.5428401,0.00101259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4150665,0.01652752,0.00001035256,0.5152643,0.009376673,0.002776838,0.00005966821,0.0002338363,0.04068436],"genre_scores_gemma":[0.2626757,0.0001720229,0.0006322164,0.7273843,0.005059203,0.0006270497,0.001058844,0.0001433475,0.00224738],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.21212,"threshold_uncertainty_score":0.999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0574621794816016,"score_gpt":0.3624372157911049,"score_spread":0.3049750363095033,"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."}}