{"id":"W4281644381","doi":"10.5489/cuaj.7948","title":"Updated testicular cancer consensus guideline is a concise, balanced, and practical guide for clinicians","year":2022,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Guideline; Consensus conference; Medical physics; Testicular cancer; Medicine; Computer science; Gynecology; Management science; Cancer; Engineering; Pathology; Library science; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01051341,0.001062086,0.002601518,0.005413045,0.001862044,0.003322169,0.003214116,0.00815221,0.02237753],"category_scores_gemma":[0.06583572,0.0009213099,0.002108599,0.003417235,0.001056992,0.003639806,0.002274972,0.009938352,0.01539973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004553774,"about_ca_system_score_gemma":0.02537358,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03363001,"about_ca_topic_score_gemma":0.1071288,"domain_scores_codex":[0.9881245,0.004273251,0.002439395,0.0003905898,0.004141781,0.0006304692],"domain_scores_gemma":[0.9449776,0.01102829,0.002712945,0.0008587493,0.0373599,0.003062472],"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":[0.00000997628,0.00004089616,0.0001491745,0.0003603832,0.00001490328,0.0001121783,0.00006549413,0.0001393606,0.00005008222,0.001019115,0.9589162,0.03912216],"study_design_scores_gemma":[0.0001912601,0.00006726239,0.001540433,0.01000622,0.0001141229,0.0009942078,0.0003126189,0.0005060696,0.0001257603,0.005193893,0.9808391,0.0001090026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001541388,0.1017483,0.04865,0.6405986,0.05170896,0.006376856,0.01761509,0.003283392,0.1284774],"genre_scores_gemma":[0.01523072,0.1382307,0.247638,0.3909361,0.03328901,0.01307884,0.04902775,0.001516187,0.1110528],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03363001,"threshold_uncertainty_score":0.07486027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635293206546463,"score_gpt":0.3355303325232246,"score_spread":0.30917740045776,"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."}}