{"id":"W2003449024","doi":"10.1016/j.jpedsurg.2015.03.026","title":"Surveillance after initial surgery for Stage I pediatric and adolescent boys with malignant testicular germ cell tumors: Report from the Children’s Oncology Group","year":2015,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"National Cancer Institute","keywords":"Medicine; Lymphovascular invasion; Stage (stratigraphy); Germ cell tumors; Internal medicine; Chemotherapy; Histology; Pediatrics; Gastroenterology; Surgery; Oncology; Cancer; Metastasis","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":[],"consensus_categories":[],"category_scores_codex":[0.001590399,0.0003150131,0.0009455035,0.0002642731,0.00007449849,0.00005227747,0.00008495234,0.0001196836,0.00002321555],"category_scores_gemma":[0.001851943,0.000183522,0.0004240675,0.000315736,0.00006563874,0.0001391998,0.00004998073,0.0002734005,0.000003964758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001690177,"about_ca_system_score_gemma":0.001903748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008338763,"about_ca_topic_score_gemma":0.00000863951,"domain_scores_codex":[0.9972637,0.0002160603,0.001057797,0.0003451862,0.0006899661,0.0004272455],"domain_scores_gemma":[0.9940833,0.002994373,0.001481711,0.0003396765,0.0004822801,0.0006186318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001592852,0.0008830825,0.9576408,0.0001117357,0.0001493134,0.01342304,0.00004029935,0.000006872689,0.000002022149,2.874116e-7,0.0253516,0.0007981558],"study_design_scores_gemma":[0.002238299,0.0004762068,0.9922776,0.00005847598,0.001570437,0.002217857,0.00007167843,0.00001003209,0.00001107249,0.00002298501,0.0008176066,0.0002278012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978448,0.01951211,0.0002866496,0.0003929481,0.0006683364,0.0004841174,0.0001731787,0.00002302206,0.00001167127],"genre_scores_gemma":[0.9900354,0.001314821,0.0006165692,0.000333195,0.007481138,0.00003824513,0.0001013546,0.00005312488,0.00002616244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0346368,"threshold_uncertainty_score":0.7483812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02582489283390264,"score_gpt":0.2696076584225355,"score_spread":0.2437827655886329,"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."}}