{"id":"W2517160827","doi":"10.1016/j.eururo.2016.07.013","title":"Conditional Risk of Relapse in Surveillance for Clinical Stage I Testicular Cancer","year":2016,"lang":"en","type":"article","venue":"European Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; BC Cancer Agency; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Testicular cancer; Seminoma; Confidence interval; Orchiectomy; Cancer; Stage (stratigraphy); Oncology; Internal medicine; Testicular Germ Cell Tumor; Gynecology; Chemotherapy","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":[0.0003379169,0.00007899844,0.0002219201,0.00003883718,0.00001530034,0.000001127467,0.00004805474,0.0000326507,0.0002103113],"category_scores_gemma":[0.001473652,0.00005048947,0.0001004811,0.00004340688,0.0001363894,0.00001455057,0.00002416576,0.00006051556,0.00004818374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001686563,"about_ca_system_score_gemma":0.00006180541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002292722,"about_ca_topic_score_gemma":0.00001747078,"domain_scores_codex":[0.9989925,0.0002798777,0.000290915,0.0002191148,0.0000695655,0.0001480073],"domain_scores_gemma":[0.9988356,0.0006743979,0.0001411529,0.0001907816,0.00007101933,0.00008700132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003963677,0.0002902911,0.9927965,0.00001475025,0.0001047804,0.0002128473,0.000005945157,0.00001416243,0.0001431635,0.0003233289,0.0008811507,0.004816702],"study_design_scores_gemma":[0.005209793,0.0006809629,0.9794739,0.00001705406,0.00009955311,0.00001065399,0.00000148794,0.00005098238,0.00001565249,0.000157469,0.01423055,0.00005196206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951604,0.001168394,0.001138823,0.0007081307,0.0001335288,0.0002813168,0.000705756,0.00002361034,0.0006800127],"genre_scores_gemma":[0.9984166,0.0003696959,0.0003392662,0.0003084932,0.0001044864,0.00001534722,0.00004394116,0.00002019688,0.0003819977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0133494,"threshold_uncertainty_score":0.2302761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0393861157938752,"score_gpt":0.3607949338707665,"score_spread":0.3214088180768913,"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."}}