{"id":"W4366236679","doi":"10.1111/his.14927","title":"Metastatic solid tumours to the penis: a clinicopathologic evaluation of 109 cases from an international collaboration","year":2023,"lang":"en","type":"article","venue":"Histopathology","topic":"Genital Health and Disease","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Penis; Penectomy; Genitourinary system; Glans penis; Malignancy; Nodule (geology); Rectum; Biopsy; Metastasis; Pathology; Urology; Surgery; Penile cancer; Cancer; Internal medicine","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":[0.001516579,0.00009410114,0.0002237761,0.0001913498,0.00009189713,0.000007798857,0.0001263194,0.00004789314,0.0002426188],"category_scores_gemma":[0.002452088,0.00007129815,0.00005128712,0.0003500157,0.00007164618,0.00007542221,0.00003767803,0.0001011623,0.0003151572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064321,"about_ca_system_score_gemma":0.0005041923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007848955,"about_ca_topic_score_gemma":0.0002747807,"domain_scores_codex":[0.9982595,0.0005266715,0.0003706893,0.0002680599,0.0004008517,0.0001742017],"domain_scores_gemma":[0.9987056,0.0001781703,0.0001424586,0.0003382058,0.0004708457,0.0001647478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01814693,0.005196806,0.6421481,0.000601865,0.00006866676,0.009095103,0.06153761,0.009836312,0.09336918,0.003149856,0.06711724,0.08973234],"study_design_scores_gemma":[0.001458465,0.001141535,0.986071,0.00001467115,0.0004129723,0.0001908992,0.002702879,0.005073001,0.0002329744,0.0009968308,0.001609927,0.00009484859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933688,0.0003026046,0.00006003536,0.003766509,0.0009598457,0.0006704585,0.0002142866,0.00006033976,0.000597135],"genre_scores_gemma":[0.9964162,0.00001106107,0.0004895085,0.001942695,0.00017536,0.0001728075,0.0005672755,0.00001155564,0.0002135623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3439229,"threshold_uncertainty_score":0.4050813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1280284985642428,"score_gpt":0.4636839476271173,"score_spread":0.3356554490628745,"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."}}