{"id":"W4380883421","doi":"10.1016/j.humpath.2023.06.002","title":"Metastatic solid tumors to the testis: a clinicopathologic evaluation of 157 cases from an international collaboration","year":2023,"lang":"en","type":"article","venue":"Human Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Genitourinary system; Pathology; Metastasis; Orchiectomy; Adenocarcinoma; Nodule (geology); Disease; Internal medicine; Cancer; Biology","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":[0.001123295,0.0005903161,0.0005468232,0.003649161,0.001438432,0.0009267437,0.0006620895,0.0004921828,0.002190125],"category_scores_gemma":[0.002790003,0.0005348532,0.0005929716,0.003575432,0.0009350271,0.0004891171,0.001390332,0.000287449,0.0006252126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563436,"about_ca_system_score_gemma":0.000738556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002525482,"about_ca_topic_score_gemma":0.004796576,"domain_scores_codex":[0.9990851,0.0001325373,0.0002099324,0.0001738637,0.0002270018,0.0001715841],"domain_scores_gemma":[0.9983938,0.0004732597,0.0003518554,0.0002555344,0.0002038612,0.0003216066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002265249,0.0000917542,0.9010791,0.0001290884,0.00009911736,0.07996459,0.002953173,0.0001749358,0.005035489,0.0001820736,0.0005180764,0.009546052],"study_design_scores_gemma":[0.00004549323,0.0004313735,0.7681588,0.000135784,0.0002043272,0.2170291,0.005236736,0.0002631175,0.003510215,0.0001186051,0.004829353,0.00003710359],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965514,0.0007849617,0.0002600352,0.00002380046,0.000006282619,0.00003378755,0.0003139008,0.000007788074,0.002018009],"genre_scores_gemma":[0.9979498,0.0007342079,0.0003296557,0.0000333724,0.00001857325,0.00002365307,0.000584052,0.00001081467,0.000315983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003649161,"threshold_uncertainty_score":0.007326663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139676183341192,"score_gpt":0.4643812962929936,"score_spread":0.3247051129518016,"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."}}