{"id":"W2819873962","doi":"10.1002/cncr.31596","title":"Patient factors associated with sperm cryopreservation among at‐risk adolescents newly diagnosed with cancer","year":2018,"lang":"en","type":"article","venue":"Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; American Lebanese Syrian Associated Charities; National Institute of Child Health and Human Development; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Public Health Service; St. Jude Children's Research Hospital","keywords":"Medicine; Fertility preservation; Infertility; Odds ratio; Confidence interval; Sperm bank; Fertility; Gynecology; Obstetrics; Demography; Internal medicine; Population; Pregnancy; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000919877,0.0001753048,0.0002513699,0.00003363844,0.0001556911,0.000006547041,0.00005753785,0.000122044,0.0005093465],"category_scores_gemma":[0.0001826738,0.000106182,0.00003615178,0.0002047968,0.0003994322,0.0001018099,0.0000301821,0.0001909701,0.000006892892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004789911,"about_ca_system_score_gemma":0.000138298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00233711,"about_ca_topic_score_gemma":0.01007697,"domain_scores_codex":[0.9988362,0.00007518868,0.0001567349,0.000452441,0.0002137465,0.0002657521],"domain_scores_gemma":[0.9989132,0.00002640772,0.0001935333,0.0003396633,0.0004083968,0.0001188182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00304417,0.0001305812,0.9921359,0.00001888943,0.0001906532,0.000005653142,0.001173739,0.00001361013,0.0007832312,4.013941e-7,0.001252809,0.001250345],"study_design_scores_gemma":[0.001667203,0.0006198069,0.986823,0.0003921826,0.000151933,4.867796e-7,0.0001042528,0.00003908922,0.009212821,0.000004828753,0.0008367689,0.0001476692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982241,0.0003452646,0.00002608657,0.0001139316,0.0003052269,0.0005772721,0.00006766012,0.00005843808,0.000281992],"genre_scores_gemma":[0.9985809,0.00007400695,0.00001092248,0.0002731614,0.0002972571,0.0001069097,0.0000518098,0.00002284188,0.0005821803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00842959,"threshold_uncertainty_score":0.5623187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02719215889784302,"score_gpt":0.2763516661228449,"score_spread":0.2491595072250019,"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."}}