{"id":"W4385513872","doi":"10.1002/pbc.30600","title":"Children's Oncology Group's 2023 blueprint for research: Central nervous system tumors","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Medulloblastoma; Ependymoma; Cog; Glioma; Oncology; Brain tumor; Clinical trial; Internal medicine; Targeted therapy; Population; Pediatric cancer; Cancer; Pathology; Cancer research","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":[0.007778251,0.001334993,0.001228592,0.002850751,0.00186092,0.005440996,0.002461394,0.01251074,0.0375459],"category_scores_gemma":[0.02073953,0.0007116683,0.001291746,0.002133879,0.002515087,0.003256221,0.003427998,0.01707309,0.02576755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006873592,"about_ca_system_score_gemma":0.03078415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006600456,"about_ca_topic_score_gemma":0.0151847,"domain_scores_codex":[0.991245,0.001272902,0.0005760923,0.001007744,0.004204715,0.001693611],"domain_scores_gemma":[0.962079,0.004242736,0.001644672,0.001969001,0.016417,0.0136477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002260202,0.0000116791,0.0001244872,0.00003911865,0.00000540365,0.00003849646,0.000005606992,0.00002098592,0.00006573985,0.001501251,0.9796911,0.01847346],"study_design_scores_gemma":[0.00005047592,0.00002732646,0.0006709949,0.0002635474,0.000007270963,0.0001346958,0.00002016336,0.00003426046,0.00009819415,0.001157701,0.9975248,0.0000104945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006069175,0.01654547,0.0009947278,0.6053537,0.3145412,0.0001989236,0.001541912,0.0003998558,0.05981727],"genre_scores_gemma":[0.01189143,0.04907465,0.009674183,0.4226332,0.2684561,0.000702042,0.005072497,0.0008527209,0.2316433],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0375459,"threshold_uncertainty_score":0.1256035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06664013065234223,"score_gpt":0.3714576153943011,"score_spread":0.3048174847419589,"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."}}