{"id":"W4294202943","doi":"10.1192/j.eurpsy.2022.1422","title":"Treatment-Resistant Depression – What is the Effective Maintenance Treatment","year":2022,"lang":"en","type":"article","venue":"European Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Ketamine; Treatment-resistant depression; Depression (economics); Neurostimulation; Medicine; Electroconvulsive therapy; Mood; Major depressive disorder; Modalities; Mood disorders; Psychiatry; Intensive care medicine; Psychology; Cognition; Internal medicine; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004021544,0.0005801636,0.002648681,0.001347403,0.0007549961,0.003009392,0.001336691,0.003193108,0.009944444],"category_scores_gemma":[0.0158262,0.000321749,0.001076862,0.0006565727,0.00119188,0.004811207,0.0008246691,0.002738171,0.00262121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001338,"about_ca_system_score_gemma":0.003228709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001911077,"about_ca_topic_score_gemma":0.004705142,"domain_scores_codex":[0.997575,0.0009378344,0.0004635655,0.0002938544,0.0006034556,0.0001263859],"domain_scores_gemma":[0.9916652,0.004480676,0.001248501,0.0002193564,0.001379157,0.001007167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006618187,0.0003980112,0.00244284,0.01674451,0.000262398,0.0003195285,0.0001950215,0.0002002622,0.0003427604,0.004540755,0.04458942,0.9293027],"study_design_scores_gemma":[0.001313967,0.002386794,0.01809705,0.2391996,0.001717632,0.006275068,0.002647369,0.001600277,0.0008239859,0.03280632,0.6928819,0.0002501136],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003195434,0.9195139,0.001303831,0.0646807,0.003179395,0.0001766439,0.0002614696,0.00008302552,0.007605609],"genre_scores_gemma":[0.07859185,0.8354204,0.01139193,0.04676673,0.02163323,0.0009913696,0.0007424187,0.00008314762,0.004378911],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009944444,"threshold_uncertainty_score":0.03326744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009334505490916845,"score_gpt":0.2567473115318492,"score_spread":0.2474128060409324,"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."}}