{"id":"W4378906719","doi":"10.5489/cuaj.8239","title":"Management of testicular cancer: Practice survey in localized stage","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stage (stratigraphy); Cancer; Testicular cancer; Population; Pelvis; Retrospective cohort study; Fertility preservation; Abdomen; Radiology; Surgery; Fertility; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001541048,0.0001225942,0.0002249202,0.001841336,0.0003182,0.0006464137,0.0003794851,0.000289881,0.0009619087],"category_scores_gemma":[0.003545942,0.0001497293,0.0002777936,0.002600506,0.0002815961,0.000560029,0.0005659226,0.0002075183,0.0001988148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566286,"about_ca_system_score_gemma":0.001327811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02474359,"about_ca_topic_score_gemma":0.02308047,"domain_scores_codex":[0.9985427,0.0005505414,0.0002194998,0.0002257429,0.0002953416,0.0001662027],"domain_scores_gemma":[0.9939867,0.0008136235,0.003343403,0.0001314417,0.001123609,0.0006011641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001474314,0.00001656344,0.9980409,0.0000241559,0.000009972476,0.00003370979,0.0003114613,0.00001951822,0.00006249428,0.000007653932,0.00008677092,0.001372169],"study_design_scores_gemma":[0.000002820912,0.0001034075,0.9981247,0.00001838945,0.000007714537,0.0001804387,0.001022409,0.0001072842,0.00003834379,0.000005134792,0.0003863078,0.000003002123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982931,0.0004444423,0.00008904678,0.00009791177,0.000002167032,0.00003200528,0.0006808847,0.000005800037,0.0003546087],"genre_scores_gemma":[0.998963,0.0002492447,0.0001816579,0.00005131408,0.000007308042,0.00003280423,0.0004199242,0.000001372895,0.00009334491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02474359,"threshold_uncertainty_score":0.0491991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852982431515072,"score_gpt":0.3034064104929262,"score_spread":0.2748765861777755,"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."}}