{"id":"W3013974631","doi":"10.5489/cuaj.6219","title":"Post-chemotherapy retroperitoneal lymph node dissection for non-seminomatous germ cell tumors: A single-surgeon, Canadian experience","year":2019,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Lethbridge","funders":"","keywords":"Retroperitoneal lymph node dissection; Dissection (medical); Lymph node; Medicine; Germ cell tumors; Germ cell; Chemotherapy; Radiology; Testicular cancer; Surgery; Pathology; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004530354,0.0004080186,0.0002259879,0.0006574402,0.001887507,0.0007695408,0.0006786764,0.0002860509,0.002295408],"category_scores_gemma":[0.001821353,0.0002921311,0.0002830696,0.001365221,0.0007225792,0.0002990176,0.0007291043,0.0004782642,0.0002807554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009706175,"about_ca_system_score_gemma":0.01613895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6418135,"about_ca_topic_score_gemma":0.882251,"domain_scores_codex":[0.9994236,0.00004495754,0.00003405917,0.00008446028,0.000225908,0.0001870585],"domain_scores_gemma":[0.9982194,0.0001323304,0.000331612,0.00005862746,0.0003917908,0.0008662682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002477593,0.0002737374,0.9174594,0.0002481852,0.0001069444,0.01034165,0.004551396,0.000665581,0.002905086,0.000242281,0.003476012,0.05948204],"study_design_scores_gemma":[0.000062641,0.0009998055,0.9326535,0.000216944,0.0001025081,0.0410152,0.008701031,0.00109028,0.001263762,0.0001290393,0.01369221,0.00007312972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946355,0.001504545,0.0003699687,0.0003356155,0.00003150795,0.00005882272,0.000283349,0.0000201464,0.002760408],"genre_scores_gemma":[0.9958545,0.001796989,0.0009046036,0.0002121551,0.0000249441,0.000009724566,0.0002841273,0.00001502533,0.0008979338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3581865,"threshold_uncertainty_score":0.7205918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007257991569368359,"score_gpt":0.2177805545987886,"score_spread":0.2105225630294202,"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."}}