{"id":"W4394406709","doi":"10.6084/m9.figshare.14373960","title":"Oncological outcome and complications of post-chemotherapy retroperitoneal surgery in non-seminomatous germ cell tumours – a systematic review","year":2021,"lang":"en","type":"review","venue":"Figshare","topic":"Testicular diseases and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Germ cell; Medicine; Chemotherapy; Germ cell tumors; Surgery; Oncology; General surgery; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002919811,0.0008840704,0.005745276,0.005799688,0.0003817924,0.001744793,0.001141876,0.001262757,0.002815251],"category_scores_gemma":[0.01349144,0.0005652191,0.005693944,0.007622379,0.0005274284,0.001219923,0.0008103506,0.0005824907,0.0001782562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538119,"about_ca_system_score_gemma":0.003053829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919095,"about_ca_topic_score_gemma":0.01128514,"domain_scores_codex":[0.9971268,0.0006329173,0.001405217,0.0002410331,0.0005045537,0.00008948744],"domain_scores_gemma":[0.9857718,0.00974229,0.003272273,0.0001772703,0.0009138489,0.0001224265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002982799,0.00002146564,0.002149548,0.9591636,0.00991358,0.0001531165,0.000150873,0.00009374584,0.0001580398,0.00007900991,0.0006989235,0.02711984],"study_design_scores_gemma":[0.0003722889,0.0005669791,0.02327716,0.8169061,0.1377876,0.001531419,0.0003934086,0.0001383621,0.0003320949,0.0002486553,0.01838279,0.00006319727],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003291392,0.995965,0.00005136458,0.00006057475,0.00003683693,0.000111754,0.0003013074,0.000003278477,0.0001785371],"genre_scores_gemma":[0.0346166,0.9640816,0.0002423807,0.0002713701,0.00006994791,0.0002530022,0.0003493208,0.000004356365,0.0001115096],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005799688,"threshold_uncertainty_score":0.0154416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09861774960570772,"score_gpt":0.3788898901607306,"score_spread":0.2802721405550229,"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."}}