{"id":"W2890858314","doi":"10.1016/j.jad.2018.09.067","title":"A systematic meta-review of predictors of antidepressant treatment outcome in major depressive disorder","year":2018,"lang":"en","type":"review","venue":"Journal of Affective Disorders","topic":"Treatment of Major Depression","field":"Medicine","cited_by":195,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; Montreal Children's Hospital; Douglas Mental Health University Institute; McGill University; Montreal Neurological Institute and Hospital","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Antidepressant; Meta-analysis; Major depressive disorder; Depression (economics); Psychology; Psychiatry; Medicine; Clinical psychology; Internal medicine; Mood; Anxiety","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001131669,0.0009950686,0.01246799,0.001184861,0.00003623122,0.000009261333,0.00042833,0.0003628956,0.0001171132],"category_scores_gemma":[0.001988844,0.0005245539,0.004635962,0.0008155393,0.0002450793,0.000192588,0.0001079264,0.0004902079,0.000007148789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004909156,"about_ca_system_score_gemma":0.000565576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001572372,"about_ca_topic_score_gemma":0.00009535052,"domain_scores_codex":[0.9925456,0.001363182,0.004104942,0.0004960441,0.001105805,0.0003844158],"domain_scores_gemma":[0.9896657,0.001533366,0.00717948,0.0008720878,0.0005430253,0.0002063642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001579091,0.003069708,0.0176356,0.904985,0.03095951,0.0001183173,0.0001555199,0.000003430388,0.000001896886,0.000005852441,0.0002294942,0.04267783],"study_design_scores_gemma":[0.006050132,0.004291643,0.002767607,0.8254797,0.14958,0.0003570297,0.0001079402,0.000002572748,0.00002967062,0.00002374847,0.01088321,0.0004267429],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001054346,0.9919026,0.00006256023,0.00005093163,0.000367797,0.006181437,0.0001114772,0.00001320862,0.0002556207],"genre_scores_gemma":[0.002453059,0.9966457,0.0001850418,0.0000162849,0.00007910909,0.0003807853,0.0000331245,0.0001132897,0.00009354141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1186205,"threshold_uncertainty_score":0.9997206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04074414833467428,"score_gpt":0.3646263923642927,"score_spread":0.3238822440296184,"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."}}