{"id":"W3084091043","doi":"10.1007/s00261-020-02715-z","title":"Unenhanced MRI of the abdomen and pelvis for surveillance of patients with stage 1 testicular cancer post-radical orchiectomy","year":2020,"lang":"en","type":"article","venue":"Abdominal Radiology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Radiology; Magnetic resonance imaging; Abdomen; Lymph; Confidence interval; Stage (stratigraphy); Pelvis; Nuclear medicine; Testicular cancer; Cancer; Internal medicine; Pathology","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":[0.0002036861,0.0002439261,0.0003388006,0.000594519,0.0002462514,0.0003405613,0.0002129712,0.0002917259,0.001242935],"category_scores_gemma":[0.001093952,0.000133596,0.0002108579,0.0003564862,0.0001350691,0.0003228062,0.0001303808,0.0003042575,0.00009817474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00019571,"about_ca_system_score_gemma":0.0004401632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00311599,"about_ca_topic_score_gemma":0.01007261,"domain_scores_codex":[0.9999385,0.00001608513,0.00000739364,0.000008455115,0.0000090505,0.00002050327],"domain_scores_gemma":[0.99976,0.00006412035,0.00006920895,0.00000740562,0.00003028086,0.00006894136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002912215,0.0002156063,0.9375392,0.0003237615,0.0001087784,0.01000969,0.0002854375,0.0002967588,0.01103362,0.00006173643,0.001333772,0.0358795],"study_design_scores_gemma":[0.0001127856,0.002161998,0.9770782,0.0001122516,0.0002503212,0.01413918,0.0004163423,0.000579013,0.002486909,0.00006059842,0.002587261,0.00001516109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916014,0.004738786,0.0001879908,0.0003056398,0.00003034932,0.00005985173,0.000280987,0.00001256472,0.002782408],"genre_scores_gemma":[0.9968214,0.001993242,0.0004274914,0.0001256746,0.00004355844,0.00001261456,0.0002079861,0.000003179171,0.000364848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00311599,"threshold_uncertainty_score":0.006195664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006660552031038968,"score_gpt":0.2442743642230722,"score_spread":0.2376138121920333,"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."}}