{"id":"W2585939927","doi":"","title":"The Depression Inventory Development Workgroup: A Collaborative, Empirically Driven Initiative to Develop a New Assessment Tool for Major Depressive Disorder.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Treatment of Major Depression","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Anhedonia; Medicine; Depression (economics); Clinical psychology; Major depressive disorder; Management of depression; Psychiatry; Psychology; Mood; Alternative medicine","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":[0.0762625,0.00175125,0.001661687,0.005098614,0.001030382,0.002461214,0.00304921,0.0009548799,0.002369115],"category_scores_gemma":[0.06323016,0.001102448,0.001968687,0.002660733,0.001241355,0.00202151,0.005875939,0.005190107,0.002643042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278922,"about_ca_system_score_gemma":0.01151221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142234,"about_ca_topic_score_gemma":0.003871103,"domain_scores_codex":[0.9693653,0.01637718,0.00471193,0.001319533,0.007475604,0.0007504512],"domain_scores_gemma":[0.9428444,0.02310052,0.006597354,0.005169337,0.01745688,0.004831461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008495517,0.001779166,0.06695718,0.001047927,0.0004939185,0.000291087,0.002147228,0.00119881,0.003958336,0.003164031,0.1443917,0.7737209],"study_design_scores_gemma":[0.004748823,0.004898188,0.4052249,0.004029309,0.001094566,0.002532656,0.002198074,0.01156663,0.01412296,0.01495584,0.5340361,0.0005919265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1185554,0.02180423,0.5600224,0.03580021,0.006806595,0.1431052,0.03076797,0.0112802,0.07185782],"genre_scores_gemma":[0.07975423,0.004559324,0.7926497,0.003584758,0.0008255189,0.07721653,0.03171121,0.001492873,0.008205794],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0762625,"threshold_uncertainty_score":0.4033195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158836162996524,"score_gpt":0.2998651439176998,"score_spread":0.2682767822877345,"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."}}