{"id":"W2170024071","doi":"10.1017/thg.2014.76","title":"The Genetic Basis for Cognitive Ability, Memory, and Depression Symptomatology in Middle-Aged and Elderly Chinese Twins","year":2015,"lang":"en","type":"article","venue":"Twin Research and Human Genetics","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Depression (economics); Cognition; Psychology; Clinical psychology; Twin study; Psychiatry; Developmental psychology; Genetics; Biology; Heritability","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001514934,0.0001683923,0.0002352913,0.0001554014,0.0005379759,0.0001274765,0.000144727,0.0001243619,0.00003455726],"category_scores_gemma":[0.001332048,0.00012581,0.00002491418,0.0001479244,0.001082968,0.00003240087,0.0003111018,0.0003230629,0.000003250939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002039251,"about_ca_system_score_gemma":0.00005499356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003994926,"about_ca_topic_score_gemma":0.002510351,"domain_scores_codex":[0.9978361,0.0005337446,0.000291602,0.0005108998,0.0002224987,0.0006052064],"domain_scores_gemma":[0.9953607,0.003742139,0.0000478542,0.0002498904,0.0003486729,0.0002507093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002467368,0.0001356545,0.9580427,0.00009242948,0.00003872379,0.00001706198,0.008752572,5.132659e-7,0.000227316,0.0003753923,0.000208631,0.03186224],"study_design_scores_gemma":[0.002503528,0.001386623,0.9564138,0.00007629691,0.00001698452,0.00004973024,0.01117518,0.0001837293,0.00007031886,0.02778678,0.0001694725,0.0001675615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897815,0.006817685,0.00004317571,0.0001771191,0.00008129807,0.0009922422,0.00002832402,0.0000190898,0.002059539],"genre_scores_gemma":[0.9988906,0.0001407287,0.0001658692,0.00004272278,0.0001290467,0.000233116,0.000006668424,0.00002531228,0.0003659459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03169468,"threshold_uncertainty_score":0.5130381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460143423277442,"score_gpt":0.4180674166464949,"score_spread":0.2720530743187507,"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."}}