{"id":"W3217100542","doi":"10.1002/jso.26761","title":"Lapses in breast cancer screening for highly penetrant mutation carriers during pregnancy and lactation","year":2021,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Breast cancer; Pregnancy; CHEK2; Obstetrics; Retrospective cohort study; Breast cancer screening; Gynecology; Population; Cancer; Oncology; Germline mutation; Internal medicine; Mammography; Mutation; Genetics","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":[0.0001046717,0.00006200896,0.0003107134,0.00009813713,0.00003116048,0.000008682648,0.00001843028,0.00008211922,0.00006776731],"category_scores_gemma":[0.00002390597,0.0000495831,0.00007457087,0.0001083539,0.00003224621,0.0001004436,0.000007922145,0.0001685058,1.071452e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001810854,"about_ca_system_score_gemma":0.0002876993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001010842,"about_ca_topic_score_gemma":0.0002023451,"domain_scores_codex":[0.999298,0.00003917796,0.0003254151,0.00009385029,0.000116875,0.0001267291],"domain_scores_gemma":[0.9993516,0.0001413553,0.0001814885,0.00003008286,0.000192279,0.000103234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008873274,0.0004465563,0.4004341,0.0005664904,0.0003430831,0.01284098,0.002504029,0.0008507425,0.02161562,0.0002040778,0.0002322066,0.5510888],"study_design_scores_gemma":[0.0146806,0.000730658,0.9520517,0.001232624,0.0001996493,0.0100052,0.00111309,0.0002794892,0.00273656,0.00007697749,0.01676672,0.000126705],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898886,0.003199279,0.0001063472,0.00635404,0.0002097603,0.00009923965,0.00001584991,0.000003271959,0.0001236233],"genre_scores_gemma":[0.9941536,0.004929128,0.0005679408,0.00005287705,0.0002188849,0.000007125125,0.000004104639,0.000007835974,0.00005849639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5516176,"threshold_uncertainty_score":0.202194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02646483793695873,"score_gpt":0.3407846505008513,"score_spread":0.3143198125638926,"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."}}