{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006179202,0.0001900767,0.0002166004,0.0008658383,0.0004097243,0.0007648479,0.0004568841,0.0005309193,0.006322064],"category_scores_gemma":[0.005567314,0.0001403476,0.0006024571,0.0009295847,0.0004421211,0.0005122896,0.0006463114,0.0008259373,0.0002148271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004817053,"about_ca_system_score_gemma":0.0007431584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006591673,"about_ca_topic_score_gemma":0.006283024,"domain_scores_codex":[0.9995326,0.0001307101,0.0000451668,0.00006354705,0.00006486378,0.0001632496],"domain_scores_gemma":[0.9960657,0.0009762601,0.001866085,0.0001960271,0.000159699,0.0007361865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002179697,0.00007933471,0.9955398,0.0000125334,0.0001146316,0.0002408114,0.00004996606,0.000107995,0.00007822424,0.000215235,0.0001930456,0.003150271],"study_design_scores_gemma":[0.0000118143,0.0001295105,0.9973696,0.00002202944,0.000116931,0.0009729163,0.0002365913,0.0001640562,0.0001015657,0.0004458692,0.0004212635,0.000007842083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933483,0.001547087,0.00006010189,0.0006622494,0.00002907056,0.000004217932,0.0006515676,0.000008052816,0.003689369],"genre_scores_gemma":[0.9989725,0.0002507465,0.00002017753,0.0000333987,0.00002439099,0.000001773517,0.0002401736,0.000001848048,0.0004550769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006591673,"threshold_uncertainty_score":0.0211494,"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."}}