{"id":"W4410306381","doi":"10.1002/mhs2.70020","title":"Cross‐Cultural Differences on Affective, Cognitive, and Psychiatric Measures: Evidence From a British‐Chinese Comparison","year":2025,"lang":"en","type":"article","venue":"Mental Health Science","topic":"Cultural Differences and Values","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Independent Electricity System Operator; H. Lundbeck A/S","keywords":"Cognition; Psychology; Psychiatry; Cross-cultural; Clinical psychology; Sociology; Anthropology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004663393,0.0002339006,0.0003780897,0.000133484,0.001325111,0.0005309703,0.0004376621,0.00006488013,0.000215698],"category_scores_gemma":[0.0001310367,0.0001737292,0.00006033794,0.0009782258,0.00107598,0.0004561189,0.000141498,0.0002638318,0.00005445998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001468598,"about_ca_system_score_gemma":0.0001291929,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443973,"about_ca_topic_score_gemma":0.003186606,"domain_scores_codex":[0.9974993,0.0001437923,0.0003721376,0.0009026736,0.0005240468,0.0005580254],"domain_scores_gemma":[0.9990199,0.0002644184,0.0001602362,0.0001878301,0.0001252614,0.0002424034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684388,0.0001898278,0.943004,0.00002952695,0.00001288525,0.000001491772,0.003742274,3.017991e-7,0.0001338732,0.0002437776,0.001532393,0.05094124],"study_design_scores_gemma":[0.0007949285,0.0005238167,0.9947743,0.0006024886,0.000008237263,0.00001160524,0.002350092,0.0001809628,0.00002943963,0.0004267846,0.0001119428,0.0001853999],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855039,0.008021686,0.00005029266,0.001186241,0.002333686,0.0006077291,0.00008662903,0.00007162436,0.002138246],"genre_scores_gemma":[0.9970875,0.0004381829,0.0001132742,0.001136932,0.0000744325,0.00005086341,0.00001130797,0.000005143389,0.001082325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05177034,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110748256906979,"score_gpt":0.4744222251798617,"score_spread":0.3636739682728827,"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."}}