{"id":"W2515178988","doi":"10.1016/j.fertnstert.2015.07.470","title":"The prevalence and management of small testicular masses incidentally discovered on ultrasound evaluation of male infertility","year":2015,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Infertility; Male infertility; Demographics; Testicular cancer; Natural history; Retrospective cohort study; Gynecology; Obstetrics; Radiology; Cancer; Pregnancy; Surgery; Internal medicine; Demography","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":[0.001119011,0.0001964578,0.0003056076,0.002348277,0.0004757987,0.0009703023,0.0006281617,0.0008773416,0.001905644],"category_scores_gemma":[0.01587452,0.0003422975,0.0003860478,0.001104543,0.0008894209,0.001354728,0.0004773057,0.0005821052,0.0002338239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004724922,"about_ca_system_score_gemma":0.0005122938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002159499,"about_ca_topic_score_gemma":0.00223941,"domain_scores_codex":[0.998897,0.0003807658,0.000132555,0.000116097,0.0002810812,0.0001925404],"domain_scores_gemma":[0.9952129,0.00254275,0.001404721,0.000156465,0.0003106932,0.0003724903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001466113,0.00004222298,0.9883073,0.00002657591,0.00002403465,0.002088491,0.0001794604,0.00006347342,0.0002550671,0.0001259326,0.0001641759,0.0085767],"study_design_scores_gemma":[0.000006550698,0.0001382471,0.9725906,0.00006147673,0.00004554928,0.02509195,0.0008316449,0.0003281604,0.0001744463,0.0001377694,0.0005830708,0.00001048326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987918,0.009189813,0.0002414185,0.0004922725,0.00002101488,0.000008919855,0.0001205965,0.000008214058,0.001999893],"genre_scores_gemma":[0.9978448,0.001743682,0.0001231889,0.00004882149,0.00005873953,0.000002677958,0.00007678517,0.000002209261,0.00009908104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002348277,"threshold_uncertainty_score":0.006375015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06570781660348983,"score_gpt":0.3169506757372882,"score_spread":0.2512428591337984,"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."}}