{"id":"W2956013063","doi":"10.1177/0706743719860823","title":"Persistent Depressive Disorder: Commentary on Parker and Malhi","year":2019,"lang":"en","type":"letter","venue":"The Canadian Journal of Psychiatry","topic":"Treatment of Major Depression","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Major depressive disorder; Psychology; Psychiatry; Mood","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004807826,0.001070078,0.002249734,0.001445026,0.006064195,0.005447702,0.002867855,0.062042,0.007480591],"category_scores_gemma":[0.04371776,0.001013515,0.001389299,0.001826092,0.003343201,0.004252155,0.002145171,0.05081434,0.004455263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008670996,"about_ca_system_score_gemma":0.009948937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03140527,"about_ca_topic_score_gemma":0.05894874,"domain_scores_codex":[0.996073,0.001214192,0.0006210625,0.0004759245,0.001045747,0.0005700994],"domain_scores_gemma":[0.9796205,0.01144151,0.001387453,0.0004201574,0.003788981,0.003341335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003047176,0.000007741758,0.0001925143,0.00004503644,0.00001000223,0.0004099567,0.00006608776,0.00001363844,0.0000126449,0.0005854613,0.9966279,0.001998669],"study_design_scores_gemma":[0.0003164474,0.00006420416,0.002680676,0.001501507,0.0001349236,0.001998493,0.001138732,0.000312001,0.0001061301,0.005317844,0.9863045,0.0001246183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001591058,0.002258791,0.00001694228,0.9601316,0.03611748,0.000005869593,0.0000428788,0.000007298441,0.001260015],"genre_scores_gemma":[0.00257188,0.001917637,0.00005094919,0.9228005,0.06987467,0.00002959167,0.00002945298,0.00001604633,0.002709254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.062042,"threshold_uncertainty_score":0.06291282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01130908199942979,"score_gpt":0.2324172272856855,"score_spread":0.2211081452862557,"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."}}