{"id":"W2098838369","doi":"10.1200/jco.2014.56.2116","title":"Patterns of Relapse in Patients With Clinical Stage I Testicular Cancer Managed With Active Surveillance","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":349,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Seminoma; Medicine; Lymphovascular invasion; Orchiectomy; Internal medicine; Stage (stratigraphy); Oncology; Cancer; Chemotherapy; Metastasis","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":[0.00138809,0.0001525005,0.001548781,0.00008615777,0.00001606545,0.000003477443,0.0001132731,0.0002007785,0.00006138082],"category_scores_gemma":[0.002913905,0.00008557836,0.0002472663,0.0001283879,0.0001590097,0.00007257512,0.00003191108,0.0006808513,0.00000284848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001001983,"about_ca_system_score_gemma":0.0007503447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001068747,"about_ca_topic_score_gemma":0.0003510021,"domain_scores_codex":[0.9967967,0.0006321503,0.001707467,0.0002305004,0.0004315134,0.0002017172],"domain_scores_gemma":[0.9945139,0.002145263,0.002166346,0.0002540519,0.000555133,0.0003653605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01187318,0.004880807,0.9229392,0.00005474296,0.0006212663,0.0005326427,0.00001598677,0.00008013733,4.852814e-7,0.00001776545,0.00003611609,0.05894768],"study_design_scores_gemma":[0.02850174,0.02387309,0.9455064,0.0003849276,0.0004814293,0.00001418508,0.00002882324,0.0000577001,0.000003164633,0.00001699187,0.001044075,0.00008747199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983211,0.0001094345,0.0002459756,0.0005600989,0.0002520517,0.0002817452,0.00002118136,0.000005410694,0.0002030086],"genre_scores_gemma":[0.997489,0.0001481731,0.001564308,0.0005067396,0.0001934211,0.000004935897,0.000007004823,0.00002050822,0.00006592038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05886021,"threshold_uncertainty_score":0.3489784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732401414110565,"score_gpt":0.4218944034028319,"score_spread":0.3745703892617263,"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."}}