{"id":"W3196633702","doi":"10.1016/j.jad.2021.08.050","title":"A global field study of the international classification of diseases (ICD-11) mood disorders clinical descriptions and diagnostic guidelines","year":2021,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Michigan Botanical Foundation; World Health Organization","keywords":"Mood disorders; Psychiatry; Mood; ICD-10; Psychology; Medicine; Anxiety","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":[0.0110062,0.0005553489,0.000604576,0.007652335,0.001390315,0.001484606,0.0006800969,0.0005235284,0.004446047],"category_scores_gemma":[0.0146786,0.0003709062,0.0009212111,0.0085056,0.001132737,0.002288778,0.002844075,0.001265206,0.001109199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002167344,"about_ca_system_score_gemma":0.003653188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01796113,"about_ca_topic_score_gemma":0.02003257,"domain_scores_codex":[0.9949175,0.002777793,0.0004477049,0.0007419864,0.0005653786,0.0005496376],"domain_scores_gemma":[0.9824042,0.005084353,0.003503892,0.001397928,0.005651709,0.001957926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000440482,0.0004108118,0.9629188,0.0001723403,0.0001641207,0.0001782557,0.008379209,0.0001429066,0.0003239108,0.002374286,0.008394262,0.0161005],"study_design_scores_gemma":[0.0000440528,0.0002480572,0.9753551,0.00015014,0.00006252967,0.0001490432,0.015302,0.0001555687,0.00007541027,0.0005080911,0.007924597,0.00002539158],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753821,0.0007237271,0.001509604,0.0009848927,0.000127944,0.0005155127,0.01054371,0.00002432358,0.01018818],"genre_scores_gemma":[0.9741129,0.0006492483,0.002346056,0.0009311346,0.00007812308,0.001024015,0.01790605,0.00007941391,0.002872949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01796113,"threshold_uncertainty_score":0.05820709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802638244979888,"score_gpt":0.3723641960072472,"score_spread":0.3343378135574483,"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."}}