{"id":"W2804787305","doi":"10.1159/000489408","title":"Clinical Stage IIA-IIC Seminoma: Radiation Therapy versus Systemic Chemotherapy versus Retroperitoneal Lymph Node Dissection","year":2018,"lang":"en","type":"review","venue":"Oncology Research and Treatment","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Seminoma; Lymph node; Radiation therapy; Chemotherapy; Stage (stratigraphy); Lymph; Etoposide; Retroperitoneal lymph node dissection; Bleomycin; Dissection (medical); Lymphadenectomy; Radiology; Surgery; Urology; Internal medicine; Testicular cancer; Pathology","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":[0.0005787965,0.0005701079,0.001977038,0.0003069454,0.0003571111,0.00006341077,0.0001380235,0.0007762525,0.0001693744],"category_scores_gemma":[0.0001421522,0.0003707222,0.0005860316,0.0003603633,0.0005027871,0.00006054182,0.00006258949,0.000408167,0.0002499159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003617801,"about_ca_system_score_gemma":0.002138437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002280049,"about_ca_topic_score_gemma":0.00003070648,"domain_scores_codex":[0.9961963,0.0008603372,0.0007174073,0.001034671,0.0004871717,0.0007040589],"domain_scores_gemma":[0.99691,0.001183498,0.0003035889,0.0007411335,0.0002213543,0.0006404696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008230382,0.002991244,0.004503372,0.0009250599,0.004286388,0.0008672068,0.00005196641,2.763668e-8,7.240883e-7,0.00002144188,0.0003691413,0.977753],"study_design_scores_gemma":[0.03825231,0.03582846,0.004346079,0.001774554,0.002165962,0.0003469896,0.0000853898,0.00001261852,0.000003286801,0.000003689597,0.9168692,0.0003114479],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04032886,0.9541899,0.000001234639,0.0001008767,0.001065907,0.002704433,0.000139432,0.00008032966,0.001389023],"genre_scores_gemma":[0.006194441,0.9882845,0.0001035892,0.00001324098,0.001313559,0.000916409,0.001047856,0.00009394265,0.002032506],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9774416,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2772499998067237,"score_gpt":0.5335730209920357,"score_spread":0.2563230211853121,"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."}}