{"id":"W3166340336","doi":"10.1200/jco.2021.39.15_suppl.6593","title":"Efficacy and cost-effectiveness of breast cancer (BC) screening in female survivors of childhood Hodgkin lymphoma (HL).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; American Cancer Society","keywords":"Medicine; Breast cancer; Cohort; Digital mammography; Population; Mammography; Quality of life (healthcare); Pediatrics; Gynecology; Internal medicine; Oncology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003667552,0.0007399441,0.0009742479,0.0007876685,0.0001867867,0.001145489,0.0005983257,0.0009523663,0.003806963],"category_scores_gemma":[0.01056672,0.0003871114,0.003347277,0.0005828619,0.0004092868,0.0008331335,0.0006392268,0.0008249431,0.0002546073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002807933,"about_ca_system_score_gemma":0.001454661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165876,"about_ca_topic_score_gemma":0.006342662,"domain_scores_codex":[0.9988685,0.0006672701,0.00006448895,0.0001329083,0.000103796,0.0001630333],"domain_scores_gemma":[0.9967133,0.002319657,0.00053398,0.0001002249,0.0001341449,0.0001987042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.01574146,0.001488274,0.1268544,0.0007342316,0.003301516,0.0002419979,0.00008936829,0.7792917,0.0008846617,0.002130016,0.001819859,0.06742246],"study_design_scores_gemma":[0.009488597,0.04327665,0.2879785,0.001411954,0.01142449,0.0012814,0.0006952928,0.626,0.003546664,0.008298864,0.006424725,0.0001729452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881714,0.003492446,0.001159365,0.0009319822,0.00005121746,0.0002521017,0.002415347,0.0000471634,0.003478807],"genre_scores_gemma":[0.9983901,0.0003596057,0.000301358,0.0001022344,0.000009664142,0.00005618922,0.0005285861,0.000003796473,0.0002485813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01165876,"threshold_uncertainty_score":0.0231818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960417250782561,"score_gpt":0.4184234990604868,"score_spread":0.3588193265526612,"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."}}