{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001237339,0.0001751854,0.0002181289,0.0007813039,0.00033446,0.0005433402,0.0003261443,0.0003699697,0.001492765],"category_scores_gemma":[0.005701386,0.0001644816,0.0002965814,0.0007589502,0.0003080055,0.0004219653,0.0004466182,0.0005743686,0.0002110915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406329,"about_ca_system_score_gemma":0.0003980268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153879,"about_ca_topic_score_gemma":0.001520621,"domain_scores_codex":[0.9994062,0.0001665795,0.0000700879,0.0001098733,0.0001180308,0.0001292259],"domain_scores_gemma":[0.9954917,0.001148509,0.002634037,0.0001392271,0.0001625673,0.0004240293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005486585,0.00000742843,0.9982011,0.000004047636,0.000007412437,0.0002749571,0.00002467819,0.0000207877,0.00008315287,0.000008956315,0.00002605692,0.001286565],"study_design_scores_gemma":[0.000002375264,0.0001277359,0.9946484,0.00001347155,0.00001923207,0.00450916,0.000144109,0.0001769964,0.0001692084,0.00003267603,0.0001530834,0.000003603159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987802,0.0006330226,0.0001031107,0.00005412476,0.000004016543,0.00000505791,0.0000863231,0.000004925882,0.0003292357],"genre_scores_gemma":[0.999667,0.0001458909,0.00006037517,0.00001240881,0.000004905366,0.000003149252,0.00006878982,0.000001582169,0.00003590514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00153879,"threshold_uncertainty_score":0.006543696,"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."}}