{"id":"W4417276301","doi":"10.1111/his.70041","title":"Second edition <scp>ICCR</scp> dataset for testicular germ cell tumours: a reporting guide for histopathological diagnosis of orchiectomy specimens","year":2025,"lang":"en","type":"review","venue":"Histopathology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Calgary Laboratory Services; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Orchiectomy; Testicular cancer; Testicular Germ Cell Tumor; Histopathology; Germ cell tumors; Pathological; Sex organ","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01263707,0.0008873546,0.001872651,0.009598617,0.0008695647,0.003717844,0.002808636,0.001627819,0.1271205],"category_scores_gemma":[0.06283468,0.0008682879,0.002246775,0.01037218,0.0007482315,0.002323294,0.003738296,0.002597655,0.04886352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002837774,"about_ca_system_score_gemma":0.01214076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01661764,"about_ca_topic_score_gemma":0.02733504,"domain_scores_codex":[0.9902953,0.002148205,0.004408977,0.0009764332,0.001671253,0.0004998264],"domain_scores_gemma":[0.936276,0.02259777,0.0100254,0.008141763,0.02120561,0.001753453],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000181718,0.00001952054,0.002268734,0.005750719,0.0001009411,0.00008688942,0.0001635477,0.0002427124,0.000953634,0.001762686,0.9693024,0.01916666],"study_design_scores_gemma":[0.0001994957,0.00002935727,0.01009564,0.004175585,0.00007994867,0.000199791,0.0001611944,0.0001934207,0.0006487726,0.001819722,0.9823357,0.00006135526],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"methods","genre_scores_codex":[0.0005274236,0.00058272,0.003481053,0.001048051,0.0002652121,0.001339948,0.9869255,0.00117936,0.004650748],"genre_scores_gemma":[0.002097718,0.0008864582,0.01566487,0.001813692,0.0001717115,0.007748601,0.9663997,0.0009396006,0.004277725],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9873629,"threshold_uncertainty_score":0.4252605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05615075588881292,"score_gpt":0.367938331788673,"score_spread":0.3117875758998601,"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."}}