{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170477,0.0001623579,0.0003378626,0.0004436974,0.0002396185,0.0006707343,0.0004326542,0.0004567905,0.003265479],"category_scores_gemma":[0.008816874,0.0001783374,0.0007959513,0.0004505412,0.0002717097,0.0005851291,0.0006573131,0.0009147025,0.0001598782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583262,"about_ca_system_score_gemma":0.0004699221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003626469,"about_ca_topic_score_gemma":0.00546616,"domain_scores_codex":[0.9993186,0.000282993,0.00004448749,0.0001245041,0.00006148677,0.000168069],"domain_scores_gemma":[0.9950636,0.002439999,0.001359799,0.0004216517,0.0001500931,0.0005649048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001110871,0.00005999366,0.9876487,0.00003736352,0.0001886061,0.0002052485,0.00005641449,0.0007438972,0.0002448606,0.0004343078,0.0005136225,0.00875617],"study_design_scores_gemma":[0.00002273719,0.0003130026,0.9908115,0.00003569817,0.0003636899,0.001321812,0.0001491576,0.004586764,0.000302107,0.001545336,0.0005336599,0.0000146608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952289,0.001147145,0.0003915289,0.0005137634,0.00003062815,0.00000650323,0.0006050513,0.00002452445,0.002051948],"genre_scores_gemma":[0.9991921,0.000123705,0.00008306128,0.00004980287,0.00002646423,0.000002022218,0.0003098514,0.000004844989,0.0002081873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003626469,"threshold_uncertainty_score":0.0109241,"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."}}