{"id":"W4310127423","doi":"10.1182/blood-2022-156111","title":"Sperm Banking in Post-Pubertal Males with Newly Diagnosed High-Risk ALL","year":2022,"lang":"en","type":"article","venue":"Blood","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oncofertility; Sperm bank; Medicine; Sperm; Fertility; Internal medicine; Family medicine; Fertility preservation; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007817549,0.00009411915,0.0001660106,0.0003746438,0.000488858,0.0003994809,0.000244011,0.0003177735,0.003310528],"category_scores_gemma":[0.003680841,0.0001445215,0.0001623494,0.0005995684,0.0002457075,0.0003948443,0.0003686891,0.0004696603,0.0002131315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003474953,"about_ca_system_score_gemma":0.0009286746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008144946,"about_ca_topic_score_gemma":0.01571115,"domain_scores_codex":[0.9994733,0.0001991103,0.00005190224,0.00004190964,0.0001372887,0.00009651778],"domain_scores_gemma":[0.9974953,0.0005426217,0.001335796,0.00003521812,0.0001444093,0.0004467462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003559231,0.00008118356,0.9922007,0.00005383374,0.000007387559,0.000159385,0.0005158166,0.00001971352,0.0001143516,0.00001976849,0.0002473211,0.006545024],"study_design_scores_gemma":[0.000007156848,0.0003932558,0.9943929,0.00008020218,0.00001342618,0.00115158,0.002748662,0.00008960948,0.000125584,0.00001797102,0.0009762486,0.000003429383],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984568,0.0006446235,0.00003421609,0.0002665457,0.000006346985,0.0000203755,0.0001031494,0.00000287444,0.0004650693],"genre_scores_gemma":[0.9987155,0.0006852098,0.000107038,0.0001371819,0.000009111588,0.00001417052,0.00008929669,9.385006e-7,0.0002414135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008144946,"threshold_uncertainty_score":0.01619506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139192242152085,"score_gpt":0.2561293156264752,"score_spread":0.2422100914112667,"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."}}