{"id":"W1969915977","doi":"10.1002/cncr.22889","title":"Effectiveness of sperm banking in adolescents and young adults with cancer","year":2007,"lang":"en","type":"article","venue":"Cancer","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster Children's Hospital; Hamilton Health Sciences","funders":"","keywords":"Sperm bank; Fertility preservation; Medicine; Semen cryopreservation; Fertility; Cancer; Sperm; Intracytoplasmic sperm injection; Assisted reproductive technology; Young adult; Gynecology; In vitro fertilisation; Artificial insemination; Cryopreservation; Oocyte cryopreservation; Obstetrics; Pregnancy; Andrology; Infertility; Internal medicine; Sperm motility; Population; Embryo; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216644,0.00006766675,0.000181311,0.00003913656,0.00001360987,8.33244e-7,0.00002180089,0.00005416034,0.00002447551],"category_scores_gemma":[0.00002687222,0.00004789219,0.00001313488,0.0001067603,0.0001259667,0.00002903219,0.00001141279,0.0001056691,3.135287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000906019,"about_ca_system_score_gemma":0.00005000089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009817452,"about_ca_topic_score_gemma":0.000842047,"domain_scores_codex":[0.999459,0.00002878677,0.00009711189,0.0002249491,0.0000614104,0.0001287404],"domain_scores_gemma":[0.9997264,0.00001523426,0.00003510097,0.0001161899,0.00007329525,0.00003375963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0136427,0.0000513642,0.9597415,0.000667233,0.00002255874,0.00001172341,0.0003354931,0.000001827779,0.01548146,0.000006102694,0.000001832888,0.01003614],"study_design_scores_gemma":[0.001652108,0.00009309623,0.9549331,0.002271505,0.00002027213,0.00000648352,0.00005457539,0.000004639949,0.04087538,0.00001601157,0.00002253522,0.0000503123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945001,0.004624574,0.00005003521,0.00002203324,0.0001642422,0.000299792,0.000003276139,0.000006526462,0.0003294273],"genre_scores_gemma":[0.9996773,0.0001553086,0.00001599988,0.00002802557,0.00007257532,0.0000197017,0.000001273184,0.00000593065,0.00002388838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02539391,"threshold_uncertainty_score":0.1952987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133932618046087,"score_gpt":0.2954479172797294,"score_spread":0.2841085910992685,"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."}}