{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033351,0.0002059824,0.000472782,0.00009498666,0.0000431302,0.000006629117,0.00005684698,0.0001711517,0.00002749155],"category_scores_gemma":[0.0003180661,0.0001719403,0.0001222254,0.00007836712,0.0001296523,0.00008421724,0.00009765429,0.0002130735,0.00003709826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004769941,"about_ca_system_score_gemma":0.00007630432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001644248,"about_ca_topic_score_gemma":0.000004691,"domain_scores_codex":[0.9984317,0.0001595749,0.0003944311,0.0004053809,0.0001670485,0.0004418867],"domain_scores_gemma":[0.9989082,0.000147242,0.0001129658,0.0004312226,0.00003314434,0.0003672882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007976541,0.001286454,0.9861277,0.0000932338,0.00002632874,0.001903845,0.0002325617,0.00002463367,0.002168247,0.00001702093,0.00001571215,0.008024465],"study_design_scores_gemma":[0.004166674,0.000454972,0.9921347,0.00007349259,0.0002116773,0.0003564568,0.00005750887,0.001864197,0.0002739679,0.00009150128,0.0001585195,0.0001563625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918109,0.006368791,0.0007796446,0.00004982308,0.0001221562,0.0005183907,0.00002526116,0.00006928015,0.0002557812],"genre_scores_gemma":[0.9965777,0.0002324448,0.002589155,0.000271594,0.00006738214,0.00005326157,0.00006099533,0.00003514674,0.0001123003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007868103,"threshold_uncertainty_score":0.7011523,"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."}}