{"id":"W2588483919","doi":"10.1159/000448661","title":"Morbidity in Depressive Disorders","year":2017,"lang":"en","type":"editorial","venue":"Psychotherapy and Psychosomatics","topic":"Treatment of Major Depression","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Clínica Alemana de Santiago; National Commission for Science and Technology; Comisión Nacional de Investigación Científica y Tecnológica; Bruce J. Anderson Foundation; Aretaeus Foundation of Rome","keywords":"Psychology; Depression (economics); Psychiatry; Psychotherapist; Clinical psychology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001819866,0.0005128641,0.0008217046,0.0002330962,0.0001460698,0.00009617365,0.0002874872,0.001082725,0.0001280133],"category_scores_gemma":[0.0001059146,0.0004265569,0.0001590869,0.00007623608,0.0001613384,0.0001125298,0.00001459366,0.0008931119,0.00002991473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004779733,"about_ca_system_score_gemma":0.000122356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001157081,"about_ca_topic_score_gemma":0.0004725556,"domain_scores_codex":[0.9977497,0.00007684562,0.0004608076,0.0006815098,0.0006615455,0.000369598],"domain_scores_gemma":[0.9976959,0.0003727737,0.0004309119,0.001252607,0.00005901949,0.0001888464],"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":[0.0006971881,0.000744366,0.01699095,0.0004566076,0.0002240763,0.00003340723,0.0005585779,3.86694e-7,0.00004305773,0.00001575169,0.9473934,0.03284219],"study_design_scores_gemma":[0.009192794,0.000402048,0.02122854,0.002266446,0.0001434588,0.000007440592,0.00001529071,0.00004181321,0.00001809741,0.007934896,0.9583015,0.0004476027],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01783847,0.01335046,0.0002325746,0.001703784,0.946691,0.001791503,0.0001835226,0.000159496,0.01804921],"genre_scores_gemma":[0.00579774,0.213682,0.003984314,0.0003187409,0.7652179,0.0004125581,0.0006017839,0.0003777274,0.009607241],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2003316,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616538295192388,"score_gpt":0.3416115353896517,"score_spread":0.3254461524377278,"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."}}