{"id":"W2740873526","doi":"10.1093/neuonc/nox141","title":"Pediatric low-grade gliomas: next biologically driven steps","year":2017,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Pediatric Low Grade Astrocytoma Foundation; Neurofibromatosis","keywords":"Medicine; Clinical trial; Pediatric oncology; Targeted therapy; Glioma; Oncology; Pace; Intensive care medicine; Internal medicine; Cancer; 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":[0.001408355,0.0006309595,0.001030451,0.001503131,0.0003064975,0.001310824,0.0007757546,0.001504132,0.003836811],"category_scores_gemma":[0.001646583,0.0002181813,0.0008373321,0.001425382,0.0005110664,0.00279987,0.000763973,0.003191228,0.001424992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031435,"about_ca_system_score_gemma":0.002873614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001326309,"about_ca_topic_score_gemma":0.003113365,"domain_scores_codex":[0.9997155,0.00007200699,0.00005444047,0.0000376108,0.00008590546,0.00003445355],"domain_scores_gemma":[0.9989762,0.000520448,0.0000971667,0.00002439775,0.0003200441,0.00006175879],"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":[0.0001209792,0.00006117277,0.0002597106,0.02923,0.00009332112,0.0004581792,0.0001708341,0.0004704209,0.001542029,0.01115036,0.07701053,0.8794326],"study_design_scores_gemma":[0.00001360532,0.0000516561,0.000469962,0.008981177,0.0001124359,0.00118415,0.0001479695,0.00008540457,0.0002862787,0.004684697,0.9839678,0.00001490465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001064178,0.9945965,0.0001981865,0.003287561,0.0007467394,0.000006673371,0.00002245198,0.00001125652,0.001024213],"genre_scores_gemma":[0.0008545946,0.9964159,0.0004016855,0.001243634,0.0005087111,0.000009540103,0.00003818557,0.000002328091,0.000525496],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003836811,"threshold_uncertainty_score":0.01283538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1335149686495097,"score_gpt":0.3985664536496137,"score_spread":0.265051485000104,"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."}}