{"id":"W4206312512","doi":"10.2139/ssrn.3974118","title":"The Genomic Landscape of Pediatric Renal Cell Carcinomas","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Renal cell carcinoma; Medicine; Geography; Biology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002317887,0.0001427348,0.0002834298,0.0009294018,0.0004238514,0.001076698,0.0002954347,0.0004350811,0.004568],"category_scores_gemma":[0.001680767,0.0001304591,0.0002025873,0.001627266,0.000433278,0.0006805437,0.0006360994,0.0006991973,0.0004015572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006420353,"about_ca_system_score_gemma":0.0007541372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003684249,"about_ca_topic_score_gemma":0.004074212,"domain_scores_codex":[0.9995813,0.00008404162,0.00002348796,0.0001158406,0.000104424,0.00009093229],"domain_scores_gemma":[0.9992563,0.0002821163,0.0002357368,0.00003512486,0.00009767518,0.00009306544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005498191,0.00009097161,0.6646816,0.0004907637,0.0002498516,0.003858448,0.001772067,0.003484348,0.02052255,0.02529006,0.01237618,0.2666333],"study_design_scores_gemma":[0.00001893592,0.0001897217,0.8831299,0.0003261669,0.0002864557,0.009035163,0.002670495,0.001475968,0.003919545,0.01896988,0.07994565,0.00003209205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9106652,0.04135265,0.002804455,0.01559301,0.00009891474,0.00003069465,0.00689068,0.00009135668,0.0224731],"genre_scores_gemma":[0.9808071,0.01329275,0.0008464367,0.001079,0.000143615,0.00001780498,0.00246742,0.00003462449,0.001311098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004568,"threshold_uncertainty_score":0.0152815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009220151331835787,"score_gpt":0.2222910317528418,"score_spread":0.213070880421006,"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."}}