{"id":"W1977433553","doi":"10.3389/fpsyg.2013.00377","title":"Beyond “somatization” and “psychologization”: symptom-level variation in depressed Han Chinese and Euro-Canadian outpatients","year":2013,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Jewish General Hospital; University of Toronto; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Somatization; Variation (astronomy); Clinical psychology; Han chinese; Psychiatry; Anxiety; Single-nucleotide polymorphism","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001165565,0.0002043739,0.00034379,0.0006947077,0.00005658279,0.00003092457,0.0000904699,0.0002033225,0.00008813239],"category_scores_gemma":[0.0001071655,0.000181828,0.00002170816,0.0004444292,0.00009623084,0.0001967272,0.00001793349,0.0001365542,0.00002319855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005778142,"about_ca_system_score_gemma":0.00003130772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846104,"about_ca_topic_score_gemma":0.001333111,"domain_scores_codex":[0.9986409,0.00009218924,0.0003790677,0.000450117,0.0001099751,0.0003277338],"domain_scores_gemma":[0.9993446,0.00002870678,0.00009673998,0.0002924501,0.00003827715,0.0001992025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004510263,0.0002919428,0.976157,0.00002430981,0.00004785876,0.00001123025,0.001211753,0.000001419868,0.00005762669,0.0001240849,0.003108683,0.018919],"study_design_scores_gemma":[0.005055117,0.0001377116,0.958089,0.00008197704,0.00001498619,0.00002381856,0.0001064851,0.001582787,0.000001216831,0.03451125,0.0002529315,0.0001427247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750676,0.0006887674,0.007059203,0.002133549,0.001017776,0.001007063,0.00001498268,0.00002792701,0.01298313],"genre_scores_gemma":[0.9850217,0.0003774241,0.01186947,0.002285232,0.00002693849,0.0001353568,0.00008657279,0.00002884614,0.0001684973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03438717,"threshold_uncertainty_score":0.7414731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984566688199143,"score_gpt":0.2651967148716692,"score_spread":0.2553510479896778,"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."}}