{"id":"W2094291197","doi":"10.1017/s003329171200061x","title":"Association between pubertal development and depressive symptoms in girls from a UK cohort","year":2012,"lang":"en","type":"article","venue":"Psychological Medicine","topic":"Hypothalamic control of reproductive hormones","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Toronto; Montreal Neurological Institute and Hospital","funders":"Economic and Social Research Council; National Institute for Health and Care Research; Wellcome Trust","keywords":"Menarche; Breast development; Depression (economics); Psychosocial; Longitudinal study; Breast cancer; Psychology; Mood; Cohort; Depressive symptoms; Association (psychology); Medicine; Cohort study; Clinical psychology; Demography; Psychiatry; Internal medicine; Hormone; Anxiety; Cancer","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":[0.0008677896,0.0002083005,0.0006663331,0.0001243909,0.00003920022,0.000005882926,0.00008100084,0.0002268818,0.0003929733],"category_scores_gemma":[0.001733251,0.0001405983,0.00003427194,0.000165293,0.0001134057,0.00008163367,0.00004807747,0.0003747023,0.00005782119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002011201,"about_ca_system_score_gemma":0.000008671571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000820366,"about_ca_topic_score_gemma":0.000008746771,"domain_scores_codex":[0.9980325,0.0001063596,0.0004695147,0.0004801153,0.0004604357,0.0004510579],"domain_scores_gemma":[0.9986801,0.0005241758,0.0001678035,0.0002635494,0.00007460298,0.000289805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009092141,0.0001436179,0.9374511,0.00000569377,0.0002577465,0.00001868527,0.0005534061,4.135408e-8,0.002433451,0.00001929899,0.0005148384,0.05851124],"study_design_scores_gemma":[0.003703897,0.0002227526,0.992906,0.00009228948,0.0002431616,0.00002440825,0.00004135327,0.000002095343,0.0003363168,0.0001677943,0.002115911,0.0001439913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860122,0.003238888,0.0001715275,0.005827488,0.0002892353,0.0006077797,0.000003824601,0.00005308118,0.003795994],"genre_scores_gemma":[0.9967729,0.00006665447,0.0006360229,0.0006745314,0.00128747,0.00008493853,0.00005599447,0.00001456515,0.0004068517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05836724,"threshold_uncertainty_score":0.5733433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03158145326448006,"score_gpt":0.3195096120000534,"score_spread":0.2879281587355733,"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."}}