{"id":"W4250660214","doi":"10.1383/surg.23.4.118.65329","title":"Pathology of tumours of the male genital tract","year":2005,"lang":"en","type":"article","venue":"Surgery (Oxford)","topic":"Genital Health and Disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fleming College","funders":"","keywords":"Medicine; Pathology; Seminoma; Germ cell; Malignancy; Prostate; Embryonal carcinoma; Yolk sac; Dysgerminoma; Germ cell tumors; Cancer; Oncology; Biology; Internal medicine; Ovary; Cellular differentiation; Embryo; 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":[0.0002216694,0.00008861067,0.0002879734,0.00007938444,0.00003048537,0.000001309641,0.00006226369,0.00006370564,0.0004262042],"category_scores_gemma":[0.0002083948,0.00006083511,0.00024834,0.000155456,0.0001058945,0.00004254666,0.00002294869,0.0001049955,0.00001531638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771089,"about_ca_system_score_gemma":0.0003233843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001609478,"about_ca_topic_score_gemma":0.000009196336,"domain_scores_codex":[0.9990422,0.00004619739,0.0003582636,0.000118333,0.0001848616,0.0002501072],"domain_scores_gemma":[0.999185,0.0001504332,0.000132048,0.0002828021,0.00007339541,0.0001763419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000257768,0.0004244265,0.9816332,0.0002709526,0.000004977151,0.00006200855,0.0001091452,0.000004316606,0.001209619,0.00007263305,0.003043887,0.01290709],"study_design_scores_gemma":[0.0003977844,0.00007803672,0.985563,0.00002902343,0.00006263809,0.000310255,0.0001234945,0.00001621475,0.005782977,0.00007299761,0.007495382,0.00006813904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884968,0.001074994,0.000002689566,0.001035974,0.0002258602,0.0001794908,0.00004465359,0.00001259877,0.008926982],"genre_scores_gemma":[0.997777,0.00002466603,0.00006774702,0.0006001189,0.0001264112,0.00000747075,0.00001017052,0.0000118556,0.001374601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01283895,"threshold_uncertainty_score":0.4666637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01984805756323082,"score_gpt":0.2702369972035458,"score_spread":0.250388939640315,"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."}}