{"id":"W2082679139","doi":"10.1097/mph.0b013e31819b71ff","title":"From Upfront Nephrectomy to Preoperative Chemotherapy and Back","year":2009,"lang":"en","type":"article","venue":"Journal of Pediatric Hematology/Oncology","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Nephrectomy; Chemotherapy; Surgery; General surgery; Internal medicine; Kidney","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":[0.0006175193,0.0002063011,0.0002059169,0.0003841337,0.0002736854,0.0004297026,0.0002902217,0.0002046208,0.001579138],"category_scores_gemma":[0.001030303,0.00007458944,0.0002529132,0.0002966277,0.0006093075,0.0002940892,0.0003960497,0.0006542266,0.0002310357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006626191,"about_ca_system_score_gemma":0.0008431117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001070326,"about_ca_topic_score_gemma":0.002172322,"domain_scores_codex":[0.9996786,0.00008627025,0.00003571251,0.00007696296,0.00006676418,0.00005570382],"domain_scores_gemma":[0.9990612,0.0003861162,0.0002682381,0.00005945639,0.00005680146,0.0001682691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008971302,0.0003127844,0.3052478,0.0007920719,0.0001656436,0.004888445,0.000345558,0.001629325,0.01213847,0.002141435,0.003697922,0.6677435],"study_design_scores_gemma":[0.0003776553,0.005094523,0.7216496,0.001629309,0.0006104645,0.1209312,0.00106821,0.001968616,0.03122341,0.004445617,0.110918,0.00008334962],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9070296,0.06190369,0.009723274,0.004680467,0.0004002238,0.00007927587,0.0001237078,0.000121724,0.01593818],"genre_scores_gemma":[0.9801931,0.0125755,0.003146782,0.002417346,0.0004584633,0.00003058957,0.00014203,0.00001991607,0.00101617],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.001579138,"threshold_uncertainty_score":0.00528276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007267215246468269,"score_gpt":0.2807901909642277,"score_spread":0.2735229757177594,"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."}}