{"id":"W4200509592","doi":"10.1093/geroni/igab046.3133","title":"Minimally Adequate Mental Health Treatment and Mortality in Primary Care Older Adults With Depression and Anxiety","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Medicine; Anxiety; Depression (economics); Context (archaeology); Receipt; Pharmacotherapy; Mental health; Psychiatry; Gerontology; Emergency 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":[0.0001699987,0.0001011054,0.0001484462,0.0001523324,0.00006313286,0.00002751379,0.00002565732,0.00004315627,0.00003089005],"category_scores_gemma":[0.000002552305,0.00009250965,0.000007833029,0.0004050571,0.00002731174,0.000104854,0.0000193684,0.00008739928,0.000001010252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001673238,"about_ca_system_score_gemma":0.00006798915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001022841,"about_ca_topic_score_gemma":0.001747172,"domain_scores_codex":[0.9990774,0.0000873607,0.0002725057,0.0003126129,0.00008831185,0.0001617515],"domain_scores_gemma":[0.9996747,0.00001194796,0.00009778214,0.0001363839,0.00005736652,0.00002175256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008488486,0.0001171645,0.8977524,0.00006828346,0.00001727977,0.00002294636,0.03546762,0.000001024803,0.0001791707,0.0001948495,0.00001989433,0.06607448],"study_design_scores_gemma":[0.003431026,0.00006252482,0.9872501,0.0002363717,0.000002809929,0.00001985036,0.008427614,0.00001056707,0.0003050439,0.00003630675,0.0001249052,0.00009291153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953333,0.002537744,0.0000274125,0.0003762692,0.0001893865,0.0002772236,0.000009070367,0.00001605907,0.001233497],"genre_scores_gemma":[0.9987653,0.0001971894,0.0002004943,0.0005105347,0.00003239958,0.0000406801,0.0001268974,0.00001095967,0.0001154911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08949766,"threshold_uncertainty_score":0.3772434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01789947500468098,"score_gpt":0.323119175965432,"score_spread":0.3052197009607511,"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."}}