{"id":"W2009146193","doi":"10.1016/j.eururo.2009.06.029","title":"No Role for Routine Chest Radiography in Stage I Seminoma Surveillance","year":2009,"lang":"en","type":"article","venue":"European Urology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; Sunnybrook Health Science Centre; Health Sciences Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Seminoma; Radiology; Stage (stratigraphy); Pelvis; Abdomen; Radiation therapy; Thorax (insect anatomy); Radiography; Surgery; 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":[0.000149631,0.0001255515,0.0002192279,0.0001019036,0.00002680982,0.000006698629,0.00006963527,0.00002966852,0.00005680506],"category_scores_gemma":[0.0001348633,0.0001100619,0.0001098423,0.0001263124,0.0000329354,0.00001932178,0.00001480054,0.00007701026,0.0001065226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001462443,"about_ca_system_score_gemma":0.00001697625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001233074,"about_ca_topic_score_gemma":0.000005252024,"domain_scores_codex":[0.9991456,0.00009093754,0.0001781881,0.0002616806,0.00005998206,0.0002635707],"domain_scores_gemma":[0.9994931,0.00005509915,0.00005677272,0.0002462732,0.00003625409,0.0001125208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000679386,0.000654606,0.9802399,0.00002353047,0.00006405257,0.0008989036,0.00006444229,0.00002301575,0.0009501196,0.0002729048,0.001112191,0.01501701],"study_design_scores_gemma":[0.002982306,0.001279238,0.9484444,0.000005362163,0.00003593905,0.00003408615,0.000004586238,0.0002201278,0.00002034092,0.00003509715,0.0468531,0.00008539682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656865,0.003048794,0.0001506018,0.0008462591,0.0001040635,0.0004840277,0.00005364248,0.0001044039,0.02952169],"genre_scores_gemma":[0.9968752,0.0000331225,0.0005279208,0.001448852,0.0001510857,0.000005998069,0.000115041,0.00002300603,0.0008198274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04574091,"threshold_uncertainty_score":0.4488194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008912516182829677,"score_gpt":0.2447475947901318,"score_spread":0.2358350786073022,"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."}}