{"id":"W2912070790","doi":"10.1177/0706743719828965","title":"Current and Common Definitions of Treatment-Resistant Depression: Findings from a Systematic Review and Qualitative Interviews","year":2019,"lang":"en","type":"review","venue":"The Canadian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Health Research Board","keywords":"Generalizability theory; Terminology; Psychology; Systematic review; Qualitative research; Clinical Practice; Treatment-resistant depression; Psychotherapist; MEDLINE; Medicine; Major depressive disorder; Psychiatry; Family medicine; Developmental psychology; Cognition","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.1785975,0.001225398,0.003417807,0.01243405,0.003912508,0.0064578,0.003652556,0.002555606,0.001783847],"category_scores_gemma":[0.2518849,0.002012965,0.003054613,0.0146977,0.005887716,0.0119606,0.010901,0.002868892,0.000304283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01668351,"about_ca_system_score_gemma":0.04386186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353246,"about_ca_topic_score_gemma":0.02723509,"domain_scores_codex":[0.8224087,0.1237501,0.03275314,0.004829267,0.012699,0.00355969],"domain_scores_gemma":[0.6859061,0.2733721,0.01895519,0.003738215,0.01592747,0.002100915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001459458,0.00002973244,0.006671054,0.0989151,0.0003042844,0.001089876,0.8397407,0.0001966761,0.0006372397,0.00348124,0.002311957,0.04647628],"study_design_scores_gemma":[0.00008908445,0.0001108669,0.006665166,0.1559666,0.0008310282,0.001202237,0.8040171,0.0002501504,0.0005089798,0.002772585,0.02745878,0.0001273904],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.4161347,0.467544,0.0385936,0.03816858,0.0009790509,0.01717987,0.007118255,0.0001652842,0.01411661],"genre_scores_gemma":[0.7677595,0.1667508,0.03503229,0.007996449,0.0001253864,0.01961508,0.001368145,0.0001224369,0.001229899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1785975,"threshold_uncertainty_score":0.9445251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349373455074193,"score_gpt":0.399754761244899,"score_spread":0.2648174157374797,"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."}}