{"id":"W2012017108","doi":"10.1080/00981380802591957","title":"Older Chinese' Attitudes Toward Aging and the Relationship to Mental Health: An International Comparison","year":2009,"lang":"en","type":"article","venue":"Social Work in Health Care","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Mental health; China; Successful aging; Multilevel model; Psychology; Gerontology; Chinese people; Regression analysis; Medicine; Psychiatry; Geography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0007877239,0.00009504875,0.0002451463,0.00009583952,0.000742813,0.00003504995,0.0001890358,0.00008004492,0.00006768458],"category_scores_gemma":[0.00006564158,0.00007646088,0.00003224094,0.000317346,0.000109064,0.00004988313,0.00003559638,0.0004604564,0.00002265488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000249805,"about_ca_system_score_gemma":0.00008386167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000711165,"about_ca_topic_score_gemma":0.001025065,"domain_scores_codex":[0.9982313,0.000647078,0.0003087394,0.0002545018,0.000189542,0.0003688708],"domain_scores_gemma":[0.9994297,0.0002062482,0.00008183306,0.0001241572,0.00003712905,0.0001209343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713829,0.00004541558,0.6472245,0.0000137237,0.000007061023,6.698436e-7,0.31143,0.000002195629,1.31105e-8,0.008018656,0.00459162,0.02849472],"study_design_scores_gemma":[0.0009149839,0.00008614251,0.9681485,0.00004518251,7.420843e-7,0.000001600934,0.02920374,0.000006890032,2.072557e-8,0.0002833765,0.001246281,0.00006251017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6669811,0.004308765,0.00005721815,0.3252327,0.0007445254,0.0005453703,0.000009893468,0.00004588913,0.002074535],"genre_scores_gemma":[0.9936907,0.000005748579,0.0001991228,0.005397931,0.0003284136,0.00003355955,0.0000520725,0.000008033886,0.000284384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3267096,"threshold_uncertainty_score":0.5713193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09588946941303932,"score_gpt":0.5097862741309709,"score_spread":0.4138968047179316,"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."}}