{"id":"W2607693318","doi":"10.1177/1066896917706156","title":"Spermatocytic Tumor With Sarcoma: A Rare Testicular Neoplasm","year":2017,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Seminoma; Sarcoma; Neoplasm; Pathology; Isochromosome; Differential diagnosis; Germ cell; Medicine; Biology; Internal medicine; Karyotype; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008343103,0.0001175446,0.000298869,0.00009583163,0.00007117365,0.00005440043,0.0002591196,0.00003500917,0.0001886213],"category_scores_gemma":[0.0002946455,0.00007376906,0.0001676883,0.00001998826,0.000178,0.0001260125,0.00006339931,0.0001771645,0.00004890529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007362857,"about_ca_system_score_gemma":0.0001547333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007679085,"about_ca_topic_score_gemma":0.000001735595,"domain_scores_codex":[0.9990107,0.0000295593,0.0002853105,0.0001265498,0.0004041417,0.0001437011],"domain_scores_gemma":[0.9986441,0.0001025229,0.0004136087,0.0002115312,0.0004253661,0.0002028866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001193197,0.0006405987,0.5747129,0.00001071084,0.0004088262,0.4187177,0.00002335173,0.00001896193,0.0001763118,0.0008040674,0.0001460206,0.003147334],"study_design_scores_gemma":[0.01050031,0.0007541273,0.7152528,0.0002569653,0.0002347145,0.2647982,0.0000216614,0.0001075514,0.0002117324,0.0005567029,0.007197963,0.0001072115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927812,0.0004955005,0.00008272289,0.004169067,0.0003411165,0.00008628512,0.00001510612,0.000008472947,0.002020512],"genre_scores_gemma":[0.9978527,0.00006032824,0.001439821,0.0002122903,0.0003001353,0.000002778081,0.000007566491,0.00001286005,0.0001115432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1539195,"threshold_uncertainty_score":0.3008215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465003684223689,"score_gpt":0.3018391359416682,"score_spread":0.2871890990994313,"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."}}