{"id":"W4413417272","doi":"10.58931/cot.2025.2238","title":"Management of Stage I–II Testicular Germ Cell Tumours: Current Treatment Paradigm and Future Perspectives","year":2025,"lang":"en","type":"article","venue":"Canadian oncology today.","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Germ cell; Stage (stratigraphy); Current (fluid); Medicine; Cancer research; Biology; Engineering; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001619638,0.0004039834,0.0008806352,0.0008563681,0.0005500349,0.001494334,0.001060061,0.0009209276,0.00307165],"category_scores_gemma":[0.002612593,0.0001300169,0.0007075806,0.0006473958,0.0008648715,0.001457235,0.0007628247,0.00227658,0.00064253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002215325,"about_ca_system_score_gemma":0.004008833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009636218,"about_ca_topic_score_gemma":0.03217232,"domain_scores_codex":[0.9994769,0.0001475661,0.0000744406,0.00006040019,0.0001630793,0.00007761827],"domain_scores_gemma":[0.9988238,0.0004414489,0.0001534649,0.00002288742,0.0004226667,0.0001356193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002222929,0.00009505632,0.002188728,0.008776798,0.0001267674,0.0006771477,0.0002961711,0.001104408,0.0008272703,0.007746733,0.03903095,0.9389077],"study_design_scores_gemma":[0.0001501276,0.0007989875,0.006274723,0.02641971,0.0004652042,0.004646175,0.001523814,0.0009697548,0.0006707475,0.01717008,0.9408286,0.00008200121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00135958,0.9784546,0.0009008603,0.0145314,0.0006599754,0.00002166966,0.00005946568,0.00002333151,0.003989231],"genre_scores_gemma":[0.01574501,0.974462,0.002942378,0.004234032,0.001557077,0.00003716612,0.0001530493,0.0000111688,0.0008581044],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009636218,"threshold_uncertainty_score":0.01916027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00975194719520876,"score_gpt":0.2957172050190887,"score_spread":0.2859652578238799,"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."}}