{"id":"W1965378458","doi":"10.1002/pbc.21389","title":"Characteristics and survival of 750 children diagnosed with a renal tumor in the first seven months of life: A collaborative study by the SIOP/GPOH/SFOP, NWTSG, and UKCCSG Wilms tumor study groups","year":2007,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Cancer Institute","keywords":"Medicine; Wilms' tumor; Nephrectomy; Clear-cell sarcoma; Histology; Stage (stratigraphy); Sarcoma; Internal medicine; Surgery; Kidney; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005404637,0.00022275,0.0003498682,0.00005267697,0.0001038705,0.00002066034,0.000225903,0.00006427307,0.000003348925],"category_scores_gemma":[0.00006181991,0.0001232121,0.000033444,0.0004706006,0.0001596423,0.000007342487,0.00009050409,0.000205437,1.026186e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001211141,"about_ca_system_score_gemma":0.000204266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001337142,"about_ca_topic_score_gemma":0.003241064,"domain_scores_codex":[0.9985721,0.0001341299,0.0003951661,0.0003568169,0.000297232,0.0002446313],"domain_scores_gemma":[0.9991183,0.0001031874,0.0003346308,0.000250028,0.0001213488,0.00007252725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007505658,0.0007934747,0.9928386,0.00004189079,0.000339479,0.00002557343,0.003884458,0.00002319216,0.0008867592,0.000001052426,0.0002417895,0.0001731709],"study_design_scores_gemma":[0.004324816,0.002542865,0.9857292,0.00002277423,0.0005830828,0.00001338385,0.005634291,0.000005231992,0.0008453198,0.000001834995,0.00009145594,0.0002056987],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904619,0.007948367,0.000003227842,0.00007214042,0.0000545109,0.00124829,0.0001802165,0.000003787959,0.00002750212],"genre_scores_gemma":[0.9971783,0.002239255,0.000007435621,0.0001095297,0.0002855369,0.0001317712,0.00001538997,0.00001989781,0.00001291241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007109348,"threshold_uncertainty_score":0.5024442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003133544385685419,"score_gpt":0.2156924944098829,"score_spread":0.2125589500241974,"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."}}