{"id":"W2293732379","doi":"10.1001/jamapsychiatry.2015.3447","title":"Predictors and Moderators of Remission With Aripiprazole Augmentation in Treatment-Resistant Late-Life Depression","year":2016,"lang":"en","type":"article","venue":"JAMA Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute of Mental Health; National Institute on Aging","keywords":"Aripiprazole; Depression (economics); Treatment-resistant depression; Psychology; Psychiatry; Late life depression; Medicine; Clinical psychology; Internal medicine; Schizophrenia (object-oriented programming); Major depressive disorder; Mood; Cognition","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":[0.00009299072,0.0002081478,0.0003041254,0.0001829689,0.00004972298,0.00001190923,0.00004417558,0.0001525385,0.00005867926],"category_scores_gemma":[0.00003223374,0.0001065906,0.00004534236,0.00013777,0.00005838995,0.0002211422,0.0000180046,0.00007391343,0.000003518614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001209913,"about_ca_system_score_gemma":0.0001573679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007270982,"about_ca_topic_score_gemma":0.00007214741,"domain_scores_codex":[0.9987181,0.00005492741,0.0003607963,0.0003648793,0.0003067846,0.0001945253],"domain_scores_gemma":[0.999194,0.00005745979,0.0001903175,0.0003145318,0.00003663722,0.000207067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004753516,0.0005659861,0.929791,0.0000729014,0.00008001631,0.00001350681,0.0002660498,0.00001027189,0.04475072,0.00003786875,0.0004824123,0.01917578],"study_design_scores_gemma":[0.02208417,0.001376302,0.9496048,0.001907925,0.0001698881,0.00001397487,0.0001637641,0.000130823,0.02377687,0.0001698807,0.0004472994,0.0001543133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952039,0.001009617,0.000146523,0.002165843,0.0001494872,0.0004694274,0.00001876137,0.00005790966,0.0007784958],"genre_scores_gemma":[0.996319,0.0003466472,0.002678403,0.00008836429,0.00007118351,0.00003489212,0.00001970041,0.00003045513,0.0004113357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02097385,"threshold_uncertainty_score":0.4346637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008442517857471726,"score_gpt":0.2473829444596808,"score_spread":0.238940426602209,"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."}}