{"id":"W4385606268","doi":"10.1016/j.psychres.2023.115404","title":"Predicting functional impairment in euthymic patients with mood disorder: A 5-year follow-up","year":2023,"lang":"en","type":"article","venue":"Psychiatry Research","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Mood; Psychosocial; Major depressive disorder; Anxiety; Psychology; Population; Bipolar disorder; Clinical psychology; Generalized anxiety disorder; Mood disorders; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008865761,0.0001679076,0.0001758505,0.0005660497,0.0004214435,0.00004484944,0.0002406317,0.0001042117,0.00145332],"category_scores_gemma":[0.00001746025,0.0001352702,0.00005297937,0.001598191,0.00007392829,0.0001255263,0.000120249,0.0005147192,0.001962096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420186,"about_ca_system_score_gemma":0.00009849119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009598073,"about_ca_topic_score_gemma":0.00241171,"domain_scores_codex":[0.9970081,0.0002890191,0.0003184821,0.0005483342,0.0008626079,0.0009734734],"domain_scores_gemma":[0.9991621,0.0001522879,0.00005619477,0.0003644728,0.00009037631,0.0001745509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001450995,0.001101169,0.9843104,0.0000715631,0.00005705174,0.00000522169,0.0006765074,0.000006358302,7.367299e-7,0.0007192871,0.008650864,0.002949817],"study_design_scores_gemma":[0.008011881,0.00103755,0.9869252,0.00008626558,0.00000710122,0.000001133176,0.002556937,0.0000681631,5.043588e-7,0.000760358,0.0004179287,0.0001269319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863426,0.000139479,0.000003184085,0.001644485,0.001930201,0.001243599,0.00004413128,0.0001206181,0.008531671],"genre_scores_gemma":[0.9937838,0.00001602304,0.00004908563,0.00004893827,0.0002315188,0.000663728,0.0002253673,0.00004236616,0.004939214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008232936,"threshold_uncertainty_score":0.9994595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475229276282727,"score_gpt":0.3953755862616879,"score_spread":0.3406232934988606,"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."}}