{"id":"W4226262675","doi":"10.1007/s10815-022-02486-0","title":"Hereditary breast cancer and fertility preservation outcomes","year":2022,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Fertility preservation; Breast cancer; Oocyte cryopreservation; Medicine; Gynecology; Cancer; Fertility; Reproductive medicine; BRCA mutation; Genetic testing; Oncology; Obstetrics; Internal medicine; Biology; Pregnancy; Genetics; Population","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":[0.0007507603,0.00007988701,0.0002269893,0.00007194475,0.0001726322,0.000007414885,0.00003672146,0.00004330637,0.00008741747],"category_scores_gemma":[0.0001474543,0.00006044037,0.00004614191,0.0001149211,0.0001135782,0.00008132828,0.00006003439,0.0002940287,1.539219e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005400735,"about_ca_system_score_gemma":0.00007839956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001770107,"about_ca_topic_score_gemma":0.000002846654,"domain_scores_codex":[0.9990193,0.0001118152,0.0003268847,0.0002618076,0.0001964969,0.00008364266],"domain_scores_gemma":[0.9991581,0.00001792165,0.0002196952,0.000241087,0.0002874039,0.0000757418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003462763,0.0002706086,0.9262597,0.00005609311,0.000188506,0.0000134836,0.0002012308,0.0000432151,0.009583255,0.000003478256,0.001192151,0.05872555],"study_design_scores_gemma":[0.0007322601,0.0003378651,0.9888821,0.000007734052,0.0001253544,0.002149189,0.0002368969,0.00004188604,0.0006495758,0.0001792782,0.006603864,0.00005395124],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736016,0.006827462,0.00002501305,0.01853114,0.0008141262,0.0001326594,0.00001333121,0.000008584806,0.00004601937],"genre_scores_gemma":[0.9979494,0.0004586104,0.000366003,0.0001924802,0.000341969,0.000005117883,0.000003773219,0.000005900008,0.0006767862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06262247,"threshold_uncertainty_score":0.2464687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575564898134376,"score_gpt":0.3087533579675965,"score_spread":0.2729977089862528,"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."}}