{"id":"W2773856777","doi":"10.5489/cuaj.4531","title":"Recommendations for followup of stage I and II seminoma: The Princess Margaret Cancer Centre approach","year":2017,"lang":"en","type":"review","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Seminoma; Testicular cancer; Stage (stratigraphy); Medicine; Cancer; General surgery; Gynecology; Surgery; Internal medicine; Chemotherapy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003540078,0.0001837173,0.0007380874,0.0000817938,0.0006387591,0.00006877322,0.0001576148,0.0002609962,0.0001459431],"category_scores_gemma":[0.0006868066,0.0001048931,0.0003849583,0.00006243121,0.00003871427,0.00004013592,0.00002971582,0.0003489194,0.000001094101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006834292,"about_ca_system_score_gemma":0.001253337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007257739,"about_ca_topic_score_gemma":0.0005148538,"domain_scores_codex":[0.9988537,0.0001243128,0.0003706259,0.0001895565,0.0001695237,0.0002923254],"domain_scores_gemma":[0.9980236,0.000197523,0.0009880766,0.000167475,0.0001822206,0.0004411011],"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":[0.00001245811,0.0001392819,0.05224489,0.001070836,0.001468559,0.0000265231,0.00007295554,8.626682e-7,1.500172e-8,0.0003069547,0.01703281,0.9276239],"study_design_scores_gemma":[0.0005351373,0.00008736426,0.01237302,0.0005304,0.002210057,0.00004833008,0.00002214273,0.00001449669,1.699195e-8,0.00006222747,0.9840233,0.00009347678],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001260207,0.9893039,0.00001725566,0.007376623,0.0002077517,0.000939418,0.001604274,0.000006220504,0.0004185725],"genre_scores_gemma":[0.001703352,0.9940532,0.0002807231,0.0002897849,0.0002894383,0.00009620123,0.000391457,0.0000195932,0.002876284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9669905,"threshold_uncertainty_score":0.4912883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0961527668986778,"score_gpt":0.3566938892478974,"score_spread":0.2605411223492196,"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."}}