{"id":"W3120535970","doi":"10.1016/j.tig.2021.01.001","title":"Piecing together the Pediatric Brain Tumor Puzzle","year":2021,"lang":"en","type":"article","venue":"Trends in Genetics","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"Canadian Institutes of Health Research","keywords":"Biology; Phosphoproteomics; Proteomics; Computational biology; Somatic cell; DNA sequencing; RNA; Genome; Genetics; Gene; Phosphorylation; Protein kinase A","routes":{"ca_aff":true,"ca_fund":true,"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":[0.006222112,0.0009396533,0.001974946,0.002526815,0.00164912,0.005216306,0.001613302,0.00562151,0.007479384],"category_scores_gemma":[0.02082386,0.000459779,0.001077371,0.001404475,0.004063112,0.01264526,0.003910873,0.01788932,0.002666496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00295392,"about_ca_system_score_gemma":0.005872811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0038799,"about_ca_topic_score_gemma":0.01082445,"domain_scores_codex":[0.99755,0.0007857606,0.0003042687,0.0003616204,0.0006847401,0.0003136011],"domain_scores_gemma":[0.9863638,0.006722758,0.0009422128,0.0004618745,0.002938497,0.002570767],"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":[0.0003112208,0.000169043,0.0147298,0.001728572,0.0005199426,0.003788399,0.001555567,0.001852871,0.001724618,0.08772779,0.4317942,0.454098],"study_design_scores_gemma":[0.00009008355,0.0001788396,0.008134379,0.003930988,0.0003506833,0.006272976,0.004753909,0.001165175,0.0006702791,0.1948747,0.7794477,0.0001303006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.005863729,0.2473174,0.00512511,0.7210476,0.01254085,0.00001710296,0.0003374347,0.0001935447,0.007557104],"genre_scores_gemma":[0.09680267,0.5926777,0.01943612,0.2193545,0.06412597,0.0001063464,0.0008597996,0.0004204305,0.006216482],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.007479384,"threshold_uncertainty_score":0.03290606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662627968337477,"score_gpt":0.302639912239992,"score_spread":0.2760136325566172,"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."}}