{"id":"W4240121041","doi":"10.1093/geront/gnw162.2623","title":"PERSONALIZED TREATMENT INTERVENTIONS FOR DEPRESSED COMMUNITY-DWELLING OLDER ADULTS","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Health and Well-being Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Psychological intervention; Gerontology; Psychology; Depression (economics); Aging in place; Medicine; Psychiatry; Economics","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":[0.0005726604,0.0002096063,0.000271099,0.0003674128,0.0007336228,0.0004282554,0.000478936,0.0006909315,0.005210483],"category_scores_gemma":[0.001772846,0.0001054102,0.0003893722,0.0001943977,0.0001583723,0.0003943545,0.0009465398,0.0007206176,0.000332958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005146666,"about_ca_system_score_gemma":0.001050641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001670479,"about_ca_topic_score_gemma":0.01106926,"domain_scores_codex":[0.9997639,0.0001274716,0.00001749803,0.00001720577,0.00003226958,0.00004165696],"domain_scores_gemma":[0.9997579,0.00007754967,0.00004585941,0.0000137179,0.00001681205,0.0000880827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.0007585955,0.009740118,0.008890077,0.00116892,0.0002010952,0.000319713,0.002868696,0.0006181158,0.0009586429,0.001707646,0.0213692,0.9513991],"study_design_scores_gemma":[0.01916095,0.02803532,0.5481501,0.01077703,0.002385527,0.001866371,0.02387592,0.01041796,0.003105814,0.05038695,0.3016639,0.0001742411],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8853985,0.02035897,0.004916875,0.02752389,0.000954856,0.002252418,0.000298661,0.0003243719,0.05797146],"genre_scores_gemma":[0.9619006,0.01280172,0.0128518,0.005360455,0.0004128902,0.001565379,0.0001708547,0.00001082474,0.004925409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005210483,"threshold_uncertainty_score":0.01743084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1369445938363676,"score_gpt":0.41770199346834,"score_spread":0.2807573996319724,"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."}}