{"id":"W4229445748","doi":"10.1016/j.jacr.2022.02.009","title":"ACR Appropriateness Criteria® Staging and Surveillance of Testicular Cancer: 2021 Update","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Grading (engineering); Appropriate Use Criteria; Testicular cancer; Guideline; Seminoma; Stage (stratigraphy); Appropriateness criteria; Medical physics; Radiomics; Radiology; Cancer; Pathology; Internal medicine","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":[0.003566754,0.0008595315,0.001664801,0.004627218,0.000302143,0.001725485,0.001545412,0.00139398,0.002594853],"category_scores_gemma":[0.01449632,0.0004885345,0.001214024,0.004726769,0.0004455583,0.001542627,0.0009020666,0.001940368,0.001839571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002002996,"about_ca_system_score_gemma":0.005394562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0212211,"about_ca_topic_score_gemma":0.0393786,"domain_scores_codex":[0.997425,0.0005399396,0.0006088939,0.0002350064,0.001046872,0.0001443974],"domain_scores_gemma":[0.9871903,0.003061624,0.002013538,0.0002480092,0.006789305,0.0006972646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001595973,0.00006575487,0.02758484,0.002499032,0.0003463048,0.0002175664,0.00007359416,0.001386754,0.0004110705,0.001458504,0.2453784,0.7204186],"study_design_scores_gemma":[0.000179571,0.000170136,0.08981379,0.009609627,0.001055338,0.00295093,0.0001779303,0.002033677,0.0004831201,0.001304763,0.8921064,0.0001147893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.0112487,0.8916184,0.009887628,0.0290469,0.01027156,0.000241283,0.008734189,0.0006428172,0.03830845],"genre_scores_gemma":[0.0690248,0.8434554,0.02237616,0.01456042,0.01427426,0.0004479951,0.02883806,0.0002675421,0.006755372],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0212211,"threshold_uncertainty_score":0.04219514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00824800705167634,"score_gpt":0.2743263869338168,"score_spread":0.2660783798821404,"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."}}