{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008002178,0.0004001704,0.0003860253,0.001416874,0.002006502,0.0008393204,0.0007206643,0.0003628818,0.001045042],"category_scores_gemma":[0.001627239,0.0001658366,0.0004584164,0.001972824,0.0009642568,0.0002745073,0.0007647842,0.0003674293,0.00008685283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005147598,"about_ca_system_score_gemma":0.003496238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8054701,"about_ca_topic_score_gemma":0.8777817,"domain_scores_codex":[0.999499,0.00005039801,0.00004267958,0.00008832835,0.000150446,0.0001691884],"domain_scores_gemma":[0.9992944,0.0000601231,0.0001664478,0.0000392708,0.0002606053,0.0001791799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001941003,0.00003794008,0.9863328,0.00003672523,0.00006766822,0.0002763855,0.007489793,0.00002863051,0.001010668,0.00009114841,0.0002524395,0.004181532],"study_design_scores_gemma":[0.000003837145,0.0000183121,0.9962963,0.000007124687,0.00001354587,0.0001360358,0.003255314,0.00004081709,0.00004878024,0.00001123188,0.000161257,0.000007352111],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993379,0.0001212886,0.00001769847,0.00003419488,0.000003912326,0.000007868926,0.0001281412,8.349181e-7,0.0003482215],"genre_scores_gemma":[0.9994757,0.00009257028,0.00004008708,0.00003072598,0.000002367165,0.000005096234,0.0002042365,0.000001115924,0.0001480748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8054701,"threshold_uncertainty_score":0.391351,"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."}}