{"id":"W2139658312","doi":"10.1200/jco.2007.10.8993","title":"Fertility and Risk Factors for Elevated Infertility Concern in 10-Year Hematopoietic Cell Transplant Survivors and Case-Matched Controls","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; Cancer Research Society","keywords":"Medicine; Infertility; Fertility; Hematopoietic cell; Oncology; Fertility preservation; Risk factor; Gynecology; Internal medicine; Pregnancy; Haematopoiesis; Environmental health; Stem cell; Population; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01279498,0.0001827619,0.001797326,0.00008728167,0.00005939928,0.000005172225,0.00007192603,0.0006591842,0.00005241992],"category_scores_gemma":[0.007740783,0.000122889,0.0002564216,0.00009047265,0.0006712163,0.00008221788,0.00002373798,0.0009573711,0.000001093048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007562861,"about_ca_system_score_gemma":0.0003393376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002701793,"about_ca_topic_score_gemma":0.0007829625,"domain_scores_codex":[0.9960052,0.0007619712,0.002402527,0.0003787154,0.0001352525,0.0003162711],"domain_scores_gemma":[0.9901031,0.007903941,0.0009929235,0.0002177523,0.000387739,0.0003945561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04697846,0.0009909099,0.9470515,0.00008999708,0.000159658,0.0004438067,0.0005462271,6.781491e-7,0.00084788,0.000005684049,0.00001326596,0.002871898],"study_design_scores_gemma":[0.01030765,0.005329085,0.98051,0.00002745059,0.0003328535,0.0002878869,0.0006401247,0.00004080423,0.001207787,0.0006807329,0.0005352515,0.0001003792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971156,0.000732214,0.0006106039,0.0004455608,0.0003410489,0.0005734748,0.00002844133,0.000009612068,0.0001435024],"genre_scores_gemma":[0.9991007,0.0002123759,0.0004039238,0.0001293385,0.0001020238,0.000003070608,0.000004119206,0.000009705863,0.00003474606],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03667082,"threshold_uncertainty_score":0.9266999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005625782590094,"score_gpt":0.420494694400343,"score_spread":0.3199321161413336,"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."}}