{"id":"W4213383767","doi":"10.1200/jco.2022.40.6_suppl.410","title":"CT abdomen only for active surveillance in patients with stage I germ cell tumor (GCT): A multi-institutional study.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pelvis; Abdomen; Stage (stratigraphy); Seminoma; Radiology; Population; Surgery; Chemotherapy","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":[0.001069678,0.0003556789,0.00039058,0.0008965066,0.0007699057,0.0009148067,0.0004552339,0.0005350559,0.001311434],"category_scores_gemma":[0.002911799,0.0005367591,0.00066342,0.001396326,0.0004330947,0.0006359978,0.0006377888,0.0005843313,0.0002441471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484474,"about_ca_system_score_gemma":0.0007107781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004982094,"about_ca_topic_score_gemma":0.007854161,"domain_scores_codex":[0.999184,0.0002907595,0.00008312346,0.000185167,0.0001302241,0.0001267617],"domain_scores_gemma":[0.9974104,0.0005414737,0.001173979,0.0002365525,0.0001740263,0.0004635754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001852733,0.00008059822,0.9987335,0.00001012253,0.00003398307,0.000151928,0.00008610119,0.00001459333,0.000139995,0.000005337477,0.00004570441,0.0005129157],"study_design_scores_gemma":[0.00004924074,0.0008021376,0.9965838,0.00001484117,0.0001072378,0.00140985,0.0004395169,0.0001623087,0.0001006032,0.00001224559,0.0003100856,0.000008060607],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993143,0.0002158168,0.00005143881,0.00001866189,0.000003521663,0.0000253817,0.0001719581,0.000002335977,0.0001965138],"genre_scores_gemma":[0.999405,0.0001135483,0.00007374583,0.0000389785,0.00001363976,0.00001797863,0.0002944631,0.000002251053,0.00004035554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004982094,"threshold_uncertainty_score":0.009906173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06351616274417257,"score_gpt":0.4268947867737644,"score_spread":0.3633786240295919,"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."}}