{"id":"W4308739646","doi":"10.1016/j.jacr.2022.06.023","title":"Patient-Friendly Summary of the ACR Appropriateness Criteria: Newly Diagnosed Palpable Scrotal Abnormality","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scrotum; Medicine; Testicular cancer; Testicle; Radiology; Pelvis; Hydrocele; Physical examination; Abnormality; Germ cell tumors; Seminoma; Cancer; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009391033,0.0006449838,0.001672897,0.001815926,0.0006754835,0.001227682,0.0005401524,0.00187954,0.02477973],"category_scores_gemma":[0.009194562,0.0002526052,0.0008180969,0.0009378743,0.0001917982,0.0007723438,0.0007442232,0.001536204,0.007215282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000638981,"about_ca_system_score_gemma":0.001360252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003408601,"about_ca_topic_score_gemma":0.006973675,"domain_scores_codex":[0.9986319,0.0004607632,0.0004075943,0.00009798208,0.0002617899,0.0001399231],"domain_scores_gemma":[0.9942579,0.001657947,0.000926148,0.0001367322,0.002162339,0.0008588503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000580115,0.0002038441,0.06847665,0.000602321,0.00008568626,0.004729165,0.0001838725,0.001231528,0.0006649544,0.001065232,0.8282489,0.09392781],"study_design_scores_gemma":[0.0008082666,0.001112308,0.3246234,0.003706559,0.0002760943,0.04570832,0.001209557,0.007505514,0.00235676,0.005191613,0.6070687,0.0004328107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.142233,0.02686852,0.03606697,0.2231671,0.00843894,0.006720354,0.140308,0.007515501,0.4086815],"genre_scores_gemma":[0.6600734,0.02399151,0.08596683,0.0827369,0.0210185,0.003817711,0.07533653,0.001193943,0.0458646],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02477973,"threshold_uncertainty_score":0.08289647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007839786098085812,"score_gpt":0.2520091463152165,"score_spread":0.2441693602171307,"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."}}