{"id":"W3187791383","doi":"","title":"Report From the International Society of Urological Pathology (ISUP) Consultation Conference on Molecular Pathology of Urogenital Cancers: IV: Current and Future Utilization of Molecular-Genetic Tests for Testicular Germ Cell Tumors","year":2020,"lang":"en","type":"article","venue":"PMC","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Molecular pathology; Pathology; Seminoma; Germ cell tumors; Medicine; Context (archaeology); Anatomical pathology; Immunohistochemistry; Biology; Internal medicine; Genetics; Gene","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":[0.0000520073,0.0001207215,0.0002551402,0.00001586104,0.00001731272,0.00000383554,0.00007270971,0.00006990934,0.0000153968],"category_scores_gemma":[0.00044849,0.0000872047,0.0001216086,0.0000781357,0.0001632495,0.00001309469,0.00003703542,0.00007051208,4.365727e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001938117,"about_ca_system_score_gemma":0.0001773609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001274016,"about_ca_topic_score_gemma":5.648344e-7,"domain_scores_codex":[0.9990689,0.00004432543,0.0003264569,0.0002679803,0.0001954555,0.00009688215],"domain_scores_gemma":[0.9989963,0.0001476652,0.0003229656,0.0001525074,0.0003106763,0.00006993851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008014794,0.001029046,0.4759337,0.0004103644,0.0003931886,0.001092219,0.001515153,0.0003401196,0.500858,0.0008648831,0.0001752175,0.01658661],"study_design_scores_gemma":[0.005044526,0.001884711,0.8787556,0.0001159948,0.001133509,0.0002205051,0.0004771337,0.007501483,0.1032466,0.001220801,0.0002148067,0.0001842998],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901853,0.003672994,0.004279898,0.0009278352,0.0000699172,0.0005129161,0.00031518,0.00001050282,0.00002541593],"genre_scores_gemma":[0.9959225,0.0002163147,0.0031764,0.0002388429,0.00004440832,0.00003927768,0.0003513313,0.00001012576,7.976846e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4028219,"threshold_uncertainty_score":0.3556105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03654368913799851,"score_gpt":0.3040825238072518,"score_spread":0.2675388346692533,"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."}}