{"id":"W4321497935","doi":"10.14218/jctp.2022.00028","title":"Testicular Germ Cell Tumors with Somatic-type Malignancy","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical and Translational Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Malignancy; Somatic cell; Testicular cancer; Germ cell tumors; Pathology; Seminoma; Biology; Cancer; Medicine; Oncology; Internal medicine; Chemotherapy","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":[0.0001612609,0.0003024905,0.0004373092,0.001120941,0.0002678521,0.0005207622,0.0002627381,0.0002704492,0.002110043],"category_scores_gemma":[0.0002893059,0.00009117115,0.0003696726,0.001397314,0.0002844347,0.0003734397,0.0003422619,0.000456944,0.0007076676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003538028,"about_ca_system_score_gemma":0.0007248496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357452,"about_ca_topic_score_gemma":0.002037481,"domain_scores_codex":[0.9998571,0.00001693943,0.00002256394,0.0000241601,0.00005463246,0.0000246526],"domain_scores_gemma":[0.9999013,0.00001969177,0.00003714589,0.000004493532,0.00002250493,0.00001479085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002118447,0.00006629776,0.03097102,0.01513411,0.0003917722,0.02086887,0.000500093,0.0006597158,0.0158067,0.008292763,0.03401105,0.8730857],"study_design_scores_gemma":[0.00004184376,0.000150571,0.04272819,0.002801389,0.0005096471,0.1907221,0.0004394379,0.0002962239,0.006385698,0.003660361,0.7522237,0.00004080963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01730524,0.9685997,0.001610788,0.0006085255,0.0004726726,0.00004382118,0.0004633164,0.0001004647,0.01079547],"genre_scores_gemma":[0.1479389,0.8430151,0.002380097,0.001118041,0.0009657603,0.00002985151,0.001308029,0.00001856774,0.003225701],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002110043,"threshold_uncertainty_score":0.00705874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04709641804026823,"score_gpt":0.362827619343399,"score_spread":0.3157312013031308,"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."}}