{"id":"W4414997549","doi":"10.1111/his.70018","title":"Molecular profile of atypical Leydig cell tumours","year":2025,"lang":"en","type":"article","venue":"Histopathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Calgary","funders":"","keywords":"Genome instability; Metastasis; Immunohistochemistry; Malignant transformation; Microsatellite instability; Leydig cell","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":[0.00002852541,0.00007870713,0.0002132813,0.00007933798,0.00001997778,0.000001128485,0.00004423946,0.00006195038,0.00009828318],"category_scores_gemma":[0.00005792488,0.00006897106,0.00009458406,0.00009739606,0.00009632855,0.000008021746,0.00003008248,0.00006422551,0.00004576727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004625051,"about_ca_system_score_gemma":0.000123326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001032228,"about_ca_topic_score_gemma":8.414485e-7,"domain_scores_codex":[0.999464,0.00003037293,0.0001384559,0.0001708122,0.00006784255,0.0001284534],"domain_scores_gemma":[0.9995983,0.00001605364,0.00004333361,0.0002362242,0.00004831507,0.00005780799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006612262,0.002109956,0.8277454,0.000437941,0.00001875639,0.004102916,0.0001148788,0.000008825494,0.1447361,0.01081227,0.004460424,0.004791281],"study_design_scores_gemma":[0.001526075,0.0003008326,0.9768662,0.00004300839,0.000334892,0.00008442855,0.00001779146,0.0000318327,0.01686076,0.000452635,0.003419895,0.00006163082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9758095,0.003406341,0.0006487294,0.000337483,0.0001451644,0.0002117655,0.0000108328,0.00003616824,0.01939398],"genre_scores_gemma":[0.9961084,0.000008482067,0.001373298,0.0003074993,0.000009857518,0.0000215516,0.00002780573,0.000007961558,0.002135146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1491208,"threshold_uncertainty_score":0.2812558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005657047246904727,"score_gpt":0.2579851044022177,"score_spread":0.2523280571553129,"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."}}