{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002329963,0.0001593047,0.0001671104,0.001788903,0.0001375404,0.0002698054,0.0001820732,0.0001852867,0.001613608],"category_scores_gemma":[0.001067262,0.0000737286,0.00009142658,0.0005360528,0.0002531419,0.0002480884,0.0001687871,0.0001220391,0.0001952518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001754358,"about_ca_system_score_gemma":0.0001091594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000361224,"about_ca_topic_score_gemma":0.0004320949,"domain_scores_codex":[0.9998061,0.00002747802,0.00002283079,0.00004572767,0.00007414453,0.00002365854],"domain_scores_gemma":[0.9994256,0.000184798,0.00018556,0.00002979222,0.0001045054,0.00006983492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005433913,0.00004351508,0.6277071,0.0002576002,0.0001050081,0.003856521,0.000266755,0.0005600699,0.3412252,0.0002750636,0.00024141,0.02491845],"study_design_scores_gemma":[0.00001776465,0.0003495269,0.921181,0.00002355091,0.0001046921,0.02896943,0.0003007484,0.001511296,0.04525297,0.0004254657,0.001848745,0.00001493542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973374,0.0009397088,0.0008213149,0.00002756749,0.000003926687,0.00001121172,0.000230127,0.00002553391,0.0006031601],"genre_scores_gemma":[0.9986104,0.0002236195,0.0007366216,0.0000169773,0.000008446719,0.000008458085,0.0002053553,0.000004333493,0.0001856884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001788903,"threshold_uncertainty_score":0.005398095,"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."}}