{"id":"W3092973235","doi":"10.1016/j.fertnstert.2020.08.186","title":"SPERM RETRIEVAL RATES AND OUTCOMES IN MEN WITH A HISTORY OF MALIGNANCY","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Malignancy; Sperm bank; Sperm Retrieval; Sperm; Gynecology; Testicular cancer; Retrospective cohort study; Pregnancy; Chemotherapy; Obstetrics; Fertility; Internal medicine; Male infertility; Infertility; Population; Andrology; 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":[0.0003705236,0.0001435127,0.0002917414,0.0007942201,0.0003255063,0.0007333241,0.0002369913,0.00057652,0.003957647],"category_scores_gemma":[0.003175815,0.0001805621,0.0006508268,0.0007529858,0.000283638,0.0006169968,0.0004447728,0.0006312314,0.0003061251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003150207,"about_ca_system_score_gemma":0.0003155524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003195093,"about_ca_topic_score_gemma":0.003507269,"domain_scores_codex":[0.9997918,0.00003857386,0.00002426794,0.00003001169,0.0000414292,0.00007387139],"domain_scores_gemma":[0.9988405,0.0003205266,0.0005245074,0.00004369265,0.0000639789,0.0002068822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002810229,0.00004481173,0.9974549,0.00001421752,0.00006589134,0.0001587505,0.0000524215,0.0000720314,0.00009453894,0.00003831225,0.0000832349,0.001639758],"study_design_scores_gemma":[0.0000129605,0.0002398798,0.9981263,0.00001377721,0.0000601642,0.0007032587,0.0002969414,0.0001830267,0.00007354374,0.00005940154,0.0002241235,0.000006455714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976234,0.001097029,0.00003712505,0.00008800644,0.00001249459,0.000004070238,0.0002682268,0.00000331414,0.0008662852],"genre_scores_gemma":[0.9991358,0.0002619635,0.00001756928,0.00003379911,0.00001679343,0.000002230597,0.0002232525,0.000001226598,0.0003073952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957647,"threshold_uncertainty_score":0.01323968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054810195207477,"score_gpt":0.246862602091941,"score_spread":0.2163145001398662,"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."}}