{"id":"W2029120977","doi":"10.1016/j.jpedsurg.2005.10.020","title":"The value of surgery in directing therapy for patients with Wilms' tumor with pulmonary disease. A report from the National Wilms' Tumor Study Group (National Wilms' Tumor Study 5)","year":2006,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":82,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Wilms' tumor; Wilms tumour; Disease; Surgery; Oncology; Internal medicine","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":[0.001482954,0.0001377259,0.0001591292,0.00030025,0.0002315034,0.0003854456,0.0003000683,0.0003456146,0.0004718746],"category_scores_gemma":[0.008218414,0.00008504379,0.0001987872,0.0006580775,0.0002423763,0.0003232996,0.0001929177,0.0004840297,0.00008705921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000590004,"about_ca_system_score_gemma":0.001044533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240935,"about_ca_topic_score_gemma":0.0186941,"domain_scores_codex":[0.999193,0.0004172644,0.00004830371,0.00004788276,0.000213416,0.00008001527],"domain_scores_gemma":[0.996447,0.001915599,0.0007061946,0.0001214552,0.0003690412,0.0004406482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005165423,0.00003826075,0.9750828,0.00003273133,0.00004399709,0.0001489313,0.00007408387,0.0002374684,0.0002015222,0.00007101411,0.001409195,0.02214357],"study_design_scores_gemma":[0.00006253006,0.000279013,0.9965022,0.00003672771,0.0001241276,0.0004942604,0.0001740161,0.0003217162,0.0002592073,0.00008114602,0.001658621,0.000006489184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9681665,0.01660378,0.000292699,0.005745314,0.0001740998,0.00002550524,0.0007776198,0.00001778031,0.00819674],"genre_scores_gemma":[0.9955183,0.002991639,0.0002619826,0.0004399775,0.0001763606,0.000007554887,0.0003891356,0.00000404563,0.0002108537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240935,"threshold_uncertainty_score":0.02467424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035741184185545,"score_gpt":0.235970981401534,"score_spread":0.2256135695596785,"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."}}