{"id":"W1977871230","doi":"10.1038/modpathol.2012.189","title":"Testicular hilum and vascular invasion predict advanced clinical stage in nonseminomatous germ cell tumors","year":2012,"lang":"en","type":"article","venue":"Modern Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services; University of Calgary","funders":"","keywords":"Rete testis; Pathology; Spermatic cord; Germ cell tumors; Coagulative necrosis; Medicine; Seminoma; Stage (stratigraphy); Germ cell; Epididymis; Biology; Internal medicine; 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":[0.0003325276,0.0002053634,0.0002822318,0.0006824668,0.0003203636,0.000682987,0.0002866088,0.0004203387,0.002323988],"category_scores_gemma":[0.002298298,0.0002748191,0.0002178329,0.0008329767,0.0004686677,0.0006340774,0.0003238354,0.0005456068,0.000189858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001684782,"about_ca_system_score_gemma":0.0002850748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516331,"about_ca_topic_score_gemma":0.003118345,"domain_scores_codex":[0.999871,0.00004056769,0.00001217489,0.00001797615,0.00002843944,0.00002979331],"domain_scores_gemma":[0.998632,0.0005302184,0.0003156714,0.00006944169,0.00008487921,0.0003676862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001199333,0.00001340362,0.9975693,0.00000627467,0.00001528124,0.0001444251,0.00002993515,0.0000808266,0.0004432148,0.00001506677,0.00005257792,0.001509817],"study_design_scores_gemma":[0.000005329064,0.00005390038,0.9980803,0.000003091664,0.000035866,0.0007142053,0.000157848,0.0005316549,0.000193198,0.00006006041,0.0001616312,0.000002987032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986945,0.0005062013,0.0001183222,0.0000542889,0.00001331503,0.000003198254,0.00006542318,0.000006896565,0.0005378375],"genre_scores_gemma":[0.9995713,0.0001244316,0.00008316345,0.000007896862,0.00001749497,0.000001367011,0.00006937607,0.000001882667,0.0001230351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002323988,"threshold_uncertainty_score":0.007774532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134966416420423,"score_gpt":0.2982198593431861,"score_spread":0.2768701951789819,"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."}}