{"id":"W1970539886","doi":"10.1016/s0165-0327(03)00108-3","title":"Heritability of individual depressive symptoms","year":2003,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Mental Health Research Topics","field":"Psychology","cited_by":84,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Heritability; Psychology; Depression (economics); Clinical psychology; Mood; Beck Depression Inventory; Major depressive disorder; Population; Mood disorders; Twin study; Atypical depression; Psychiatry; Medicine; Genetics; Anxiety; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001147327,0.0001130203,0.0002905392,0.0001595189,0.00005539072,0.000009259807,0.0002450543,0.00009577186,0.0008838135],"category_scores_gemma":[0.000706084,0.00009568487,0.0001438818,0.0002540156,0.0001932385,0.0001229092,0.00003018553,0.0004245417,0.00001178556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009484135,"about_ca_system_score_gemma":0.0001465262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007885804,"about_ca_topic_score_gemma":0.00008564212,"domain_scores_codex":[0.9978002,0.000864279,0.0004173804,0.0001457636,0.0004710299,0.0003013605],"domain_scores_gemma":[0.9984953,0.0005113172,0.0004190125,0.0002019597,0.0002140286,0.0001583336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005710515,0.002244285,0.7365068,0.00017315,0.0009464114,0.00003657354,0.00789968,0.00003620885,0.0004484846,0.01304194,0.00281834,0.2352771],"study_design_scores_gemma":[0.003464225,0.002465146,0.9751754,0.00006004608,0.00004461972,0.00006567205,0.004656632,0.000002331394,0.001623174,0.008441254,0.003846487,0.0001550172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978417,0.001553696,0.0005256383,0.0001176862,0.0006287323,0.0003295041,0.0000123894,0.00000489096,0.0184105],"genre_scores_gemma":[0.9995723,0.00004133828,0.0001726437,0.00006543795,0.00003948369,0.00001038514,8.235452e-7,0.00001356528,0.00008405748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386686,"threshold_uncertainty_score":0.9677138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02655935620889739,"score_gpt":0.3887282805189312,"score_spread":0.3621689243100338,"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."}}