{"id":"W3127348774","doi":"10.1002/da.23135","title":"Treatment‐resistant major depressive disorder: Canadian expert consensus on definition and assessment","year":2021,"lang":"en","type":"review","venue":"Depression and Anxiety","topic":"Treatment of Major Depression","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Queen's University; Ontario Shores Centre for Mental Health Sciences; University of British Columbia; McGill University; University of Calgary; Western University","funders":"","keywords":"Delphi method; Psychology; Treatment-resistant depression; Grading (engineering); Major depressive disorder; Medicine; Psychiatry; Clinical psychology; Cognition","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":[0.08848764,0.001718992,0.00388881,0.01334419,0.003088752,0.004904428,0.007007686,0.004005004,0.003316266],"category_scores_gemma":[0.1241852,0.0009447928,0.004593164,0.01082838,0.003661299,0.002914996,0.005954258,0.006038365,0.0009128477],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02934296,"about_ca_system_score_gemma":0.1588057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2145278,"about_ca_topic_score_gemma":0.2380539,"domain_scores_codex":[0.9290047,0.0255376,0.01707817,0.002059093,0.02427559,0.002044783],"domain_scores_gemma":[0.8991952,0.0227891,0.008415154,0.002506514,0.06395062,0.003143524],"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":[0.0002016733,0.00009754333,0.002605616,0.1534004,0.0007948597,0.0003532083,0.00617164,0.001377671,0.0006774221,0.02496264,0.1646819,0.6446754],"study_design_scores_gemma":[0.0002620323,0.00008930671,0.007647548,0.3736545,0.001474302,0.0007881293,0.002929946,0.001003553,0.0005289018,0.01550457,0.5958747,0.0002424547],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002769639,0.8472825,0.02247555,0.07580527,0.008825934,0.01140352,0.003044629,0.0001700743,0.02822295],"genre_scores_gemma":[0.07761121,0.7609052,0.1196913,0.01768358,0.00141448,0.01194028,0.006152573,0.0001233218,0.004477983],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9706571,"threshold_uncertainty_score":0.4679729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914504291681591,"score_gpt":0.3454780810331142,"score_spread":0.2963330381162982,"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."}}