{"id":"W3201745228","doi":"10.4081/aiua.2021.3.301","title":"Testicular germ cells tumors in adolescents and young adults: Management and outcomes from a single-center experience","year":2021,"lang":"en","type":"article","venue":"Archivio Italiano di Urologia e Andrologia","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Medicine; Lymphadenectomy; Single Center; Surgery; Young adult; Stage (stratigraphy); Orchiectomy; Testicular cancer; Cancer; Internal medicine; Chemotherapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00004724772,0.000319295,0.0004555456,0.0001034704,0.00007217791,0.00005586625,0.00009590072,0.00008662617,0.00003261957],"category_scores_gemma":[0.0001083575,0.0002576461,0.00009276326,0.000148027,0.0002203606,0.00009511753,0.0002906822,0.000170137,0.00001580708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000338596,"about_ca_system_score_gemma":0.00002392908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001271955,"about_ca_topic_score_gemma":0.00005750681,"domain_scores_codex":[0.9981245,0.00008539487,0.0003299003,0.0007635244,0.0002260751,0.0004706093],"domain_scores_gemma":[0.9991693,0.00006244153,0.00008802242,0.0003964075,0.00003118565,0.0002526701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002883305,0.001255956,0.9843332,0.00009991093,0.0001222752,0.007347736,0.0003580248,0.000002244858,0.0008154808,0.00002205559,0.00002259926,0.005332196],"study_design_scores_gemma":[0.004622121,0.000426749,0.9929109,0.0003197766,0.0001858526,0.0002267584,0.0002445371,0.0002597268,0.0003385557,0.0001960146,0.00004016839,0.0002288208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970788,0.001540758,0.00005914679,0.0001894936,0.0001178104,0.0005198814,0.00008769392,0.00006893337,0.0003374648],"genre_scores_gemma":[0.9972138,0.0001676057,0.001306092,0.0009895198,0.00001760948,0.00008041996,0.00009717463,0.00002417805,0.0001035328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008577727,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0115571875805122,"score_gpt":0.2323131924278415,"score_spread":0.2207560048473293,"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."}}