{"id":"W2603665394","doi":"10.1097/pas.0000000000000844","title":"Reporting and Staging of Testicular Germ Cell Tumors","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Rete testis; Lymphovascular invasion; Medicine; Retroperitoneal lymph node dissection; Spermatic cord; Pathology; General surgery; Epididymis; Testicular cancer; Internal medicine; Cancer; Metastasis; Sperm; Andrology","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":[0.01347721,0.0002709476,0.0004889696,0.0032514,0.0006027544,0.001093502,0.001207718,0.0003131889,0.001609124],"category_scores_gemma":[0.02144339,0.0002186705,0.0003675712,0.00298433,0.0005421739,0.001091941,0.001129593,0.0007388548,0.0005431338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009785243,"about_ca_system_score_gemma":0.001874101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004362517,"about_ca_topic_score_gemma":0.005622907,"domain_scores_codex":[0.9928883,0.003028718,0.001810613,0.0003479242,0.001546835,0.0003777214],"domain_scores_gemma":[0.9853059,0.002827761,0.003956675,0.001457511,0.005423403,0.001028727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002613235,0.00006504093,0.5932135,0.001348691,0.00007160503,0.001117346,0.004174813,0.0009020738,0.00408852,0.002145187,0.04407385,0.3485381],"study_design_scores_gemma":[0.00005532166,0.0007998961,0.7230744,0.002772861,0.0002051022,0.01395963,0.007628615,0.003770914,0.01109844,0.003313539,0.233151,0.00017022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7649695,0.07615268,0.05826655,0.02283304,0.005119814,0.00229082,0.009092326,0.001196717,0.06007855],"genre_scores_gemma":[0.9085415,0.02654479,0.05015637,0.001668328,0.001234249,0.0005480663,0.006552646,0.0001663518,0.004587709],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01347721,"threshold_uncertainty_score":0.07127512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108110031353402,"score_gpt":0.317577730778018,"score_spread":0.2964966304644839,"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."}}