{"id":"W2111441139","doi":"10.1016/j.urology.2005.09.050","title":"Surveillance of stage I testicular seminoma: British Columbia Cancer Agency Experience 1992 to 2002","year":2006,"lang":"en","type":"article","venue":"Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Seminoma; Testicular cancer; Stage (stratigraphy); Agency (philosophy); Gynecology; General surgery; Cancer; Oncology; Surgery; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000304577,0.0000847869,0.0002589043,0.00002347497,0.00004220358,0.00001478551,0.0000682101,0.00006212287,0.002100313],"category_scores_gemma":[0.0001156963,0.0001135463,0.00006268429,0.000153561,0.00008715441,0.00002014794,0.00003465184,0.0000490452,0.00002723574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003248228,"about_ca_system_score_gemma":0.00007310323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08552063,"about_ca_topic_score_gemma":0.02385695,"domain_scores_codex":[0.9990889,0.00002648298,0.000203534,0.0002806728,0.0001402509,0.0002601614],"domain_scores_gemma":[0.9994398,0.00004189432,0.00006853748,0.0002461257,0.00007305558,0.000130625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002778472,0.000337364,0.985985,0.00003169623,0.0000330608,0.0009149452,0.0000433077,0.0001512372,0.001459258,0.000008666609,0.008032468,0.002975227],"study_design_scores_gemma":[0.0008675827,0.0003362027,0.9901375,0.00001543181,0.00006194841,0.00009909963,0.000008042307,0.0001241881,0.00009322043,0.00003261179,0.008128097,0.0000961269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923806,0.005681796,0.0001673081,0.0001323978,0.0001040866,0.0003076451,0.0001905145,0.00004169493,0.000993941],"genre_scores_gemma":[0.9956723,0.00003790937,0.0002608453,0.000344543,0.00006916434,0.00008461778,0.00003196306,0.00001603411,0.003482577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06166369,"threshold_uncertainty_score":0.9988119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008716654134385597,"score_gpt":0.2596076901086931,"score_spread":0.2508910359743075,"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."}}