{"id":"W4362460253","doi":"10.1080/14647273.2023.2193907","title":"DuoStim protocol- a novel fertility preservation strategy for female oncology patients","year":2023,"lang":"en","type":"article","venue":"Human Fertility","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Fertility preservation; Medicine; Ovarian hyperstimulation syndrome; Gynecology; Fertility; Oocyte cryopreservation; Ovarian tissue cryopreservation; Medical record; Oncofertility; Retrospective cohort study; Oncology; Assisted reproductive technology; Internal medicine; Pregnancy; In vitro fertilisation; Infertility; Population; Biology","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":[0.0004581399,0.0001368875,0.0002699719,0.0001896183,0.0002625813,0.0002047963,0.0002810728,0.0002048326,0.001365804],"category_scores_gemma":[0.0009171059,0.00006935425,0.0002333215,0.0001889042,0.0002226956,0.0001857149,0.0003710416,0.0002750233,0.0001304251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003049428,"about_ca_system_score_gemma":0.0005245304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003118074,"about_ca_topic_score_gemma":0.0007441073,"domain_scores_codex":[0.9997458,0.0001156425,0.00003399154,0.00004283693,0.00003621529,0.00002550091],"domain_scores_gemma":[0.999737,0.00006077628,0.0001000837,0.00003857447,0.00001395116,0.00004956774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03933796,0.006190114,0.2067693,0.001061024,0.0002590379,0.003034389,0.000650933,0.003253816,0.05770751,0.001348587,0.003710637,0.6766768],"study_design_scores_gemma":[0.01216409,0.2437977,0.564054,0.000342956,0.0005334758,0.02866733,0.001144546,0.003958326,0.05662413,0.001188766,0.08737922,0.0001455084],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"protocol","genre_scores_codex":[0.9938788,0.001691331,0.001047475,0.0002388367,0.00004118183,0.0007358182,0.0001866482,0.00002382051,0.002156059],"genre_scores_gemma":[0.9938891,0.0006111088,0.003532714,0.0002034182,0.00005835905,0.000864797,0.0002587279,0.000003769944,0.000577934],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.001365804,"threshold_uncertainty_score":0.004569113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867795207768663,"score_gpt":0.4225877956974121,"score_spread":0.2358082749205457,"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."}}