{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008204101,0.0009677717,0.0007576481,0.002815597,0.001476408,0.002653454,0.001365195,0.003979948,0.01876966],"category_scores_gemma":[0.01007605,0.0004239698,0.001019543,0.00178701,0.0006354715,0.001403361,0.002558272,0.004310486,0.007024004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002634692,"about_ca_system_score_gemma":0.008636944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100016,"about_ca_topic_score_gemma":0.01503392,"domain_scores_codex":[0.9949679,0.001184407,0.0004742467,0.0004188329,0.002310759,0.0006439768],"domain_scores_gemma":[0.9836589,0.001677234,0.0006950579,0.000356463,0.01095689,0.002655451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000503798,0.00004338556,0.002141238,0.0004493357,0.00002051782,0.000509117,0.0001138691,0.0001493289,0.0008147545,0.0005601563,0.930578,0.06456991],"study_design_scores_gemma":[0.00001471427,0.00004683557,0.003928013,0.0006423916,0.00002870916,0.0008420604,0.0001988247,0.0001219208,0.0005808474,0.00039591,0.993172,0.00002778732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01010018,0.09301432,0.01101182,0.5749506,0.1984607,0.001531842,0.008641033,0.0009574334,0.1013321],"genre_scores_gemma":[0.08941536,0.2028686,0.0272761,0.2427259,0.1400654,0.001611628,0.03140295,0.001448407,0.2631856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01876966,"threshold_uncertainty_score":0.06279075,"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."}}