{"id":"W2314410888","doi":"10.1097/ede.0000000000000456","title":"The LEGACY Girls Study","year":2016,"lang":"en","type":"article","venue":"Epidemiology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Breast cancer; Family history; Psychosocial; Anthropometry; Context (archaeology); Medicine; Breast development; Life course approach; Cohort; Epidemiology; Cohort study; Demography; Cancer; Gerontology; Gynecology; Psychology; Internal medicine; Developmental psychology; Biology; Psychiatry","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":[0.001132444,0.00007209351,0.0002790039,0.00001998117,0.00008626073,0.000002291676,0.0000787039,0.0000476145,0.0001966275],"category_scores_gemma":[0.002378521,0.00002712137,0.00006905291,0.00004384061,0.0001295995,0.00002936061,0.00003362713,0.00009092985,0.0002166124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004248889,"about_ca_system_score_gemma":0.0000374791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002669245,"about_ca_topic_score_gemma":0.0001353066,"domain_scores_codex":[0.9990373,0.0002297668,0.0002593903,0.0001742054,0.00004562199,0.0002537782],"domain_scores_gemma":[0.9971391,0.002339488,0.00006779513,0.0003471867,0.00002615513,0.00008028332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062445,0.00005128017,0.8462556,0.000001419607,0.00005198241,0.000008284967,0.00007037118,1.573434e-7,0.000186053,0.002105198,0.03756941,0.113594],"study_design_scores_gemma":[0.0007510599,0.0003989469,0.7102299,0.000007211094,0.00002154564,0.0000143626,0.00009992073,0.000002533182,0.00002376553,0.001752974,0.2866587,0.00003912586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9498922,0.0007647079,0.000424909,0.04523678,0.0005933418,0.0003086311,0.000001842394,0.00004381414,0.002733773],"genre_scores_gemma":[0.9941484,0.0002298166,0.00004116835,0.001812508,0.0003986159,0.00002934416,5.625902e-7,0.000008123194,0.003331508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490893,"threshold_uncertainty_score":0.2847484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09427817163236332,"score_gpt":0.4090374717875122,"score_spread":0.3147593001551489,"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."}}