{"id":"W4386955093","doi":"10.1016/j.sjpmh.2023.06.001","title":"Latin American consensus recommendations for the management and treatment of patients with treatment-resistant depression (TRD)","year":2023,"lang":"en","type":"article","venue":"Spanish Journal of Psychiatry and Mental Health","topic":"Treatment of Major Depression","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Janssen Pharmaceuticals","keywords":"Electroconvulsive therapy; Treatment-resistant depression; Medicine; Depression (economics); Latin Americans; Major depressive disorder; Intensive care medicine; Psychology; Psychiatry; Political science; Schizophrenia (object-oriented programming); Mood","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":[0.01808513,0.001151978,0.001720242,0.003707971,0.001955962,0.003373111,0.004844117,0.006402407,0.007284035],"category_scores_gemma":[0.03101943,0.0004761438,0.004421946,0.002595956,0.001262562,0.001315949,0.002690784,0.006004825,0.00218059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006651473,"about_ca_system_score_gemma":0.02302278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04355501,"about_ca_topic_score_gemma":0.05170684,"domain_scores_codex":[0.9902451,0.004321155,0.002382204,0.0004662443,0.001760124,0.0008252698],"domain_scores_gemma":[0.9825954,0.004451945,0.002238595,0.0003357924,0.00890792,0.001470334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007756532,0.0008409568,0.007545269,0.01698747,0.0009069169,0.0009267576,0.00142791,0.001108476,0.001026176,0.01445934,0.4234985,0.5304965],"study_design_scores_gemma":[0.001557083,0.0002628687,0.01998708,0.08784597,0.002143523,0.00094925,0.00205484,0.000733603,0.0007986599,0.008341659,0.8751907,0.0001348249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005779368,0.4573792,0.01855109,0.4181508,0.02000806,0.002310471,0.00460138,0.0006267483,0.072593],"genre_scores_gemma":[0.0928545,0.3875521,0.2029812,0.2561802,0.009366149,0.01102787,0.01106719,0.0003886608,0.02858206],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04355501,"threshold_uncertainty_score":0.09564441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318570575059391,"score_gpt":0.3215281286811164,"score_spread":0.2983424229305224,"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."}}