{"id":"W2055744682","doi":"10.1007/s11912-014-0414-0","title":"Advances in the Management of Paediatric High-Grade Glioma","year":2014,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Glioma; Oncology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007755387,0.0003998406,0.002389975,0.0004406751,0.00003592005,0.000007344996,0.0001745522,0.000247489,0.00003518842],"category_scores_gemma":[0.00003786639,0.0002230181,0.0005726562,0.0007370706,0.00009806419,0.00003432902,0.0001000101,0.0003759651,0.00002401876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002685947,"about_ca_system_score_gemma":0.0002124861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005709615,"about_ca_topic_score_gemma":0.000005657304,"domain_scores_codex":[0.9970287,0.0002701615,0.001411343,0.0005571774,0.0004069973,0.0003256071],"domain_scores_gemma":[0.9973762,0.0002963147,0.001370897,0.0008184344,0.0000516964,0.00008643188],"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":[0.00000380968,0.001979869,0.0008399842,0.0252018,0.0001920368,0.008899909,0.00002546631,4.957606e-7,2.504232e-8,0.0003924672,0.001408314,0.9610558],"study_design_scores_gemma":[0.0006453286,0.0003511205,0.0007012906,0.009388412,0.004421344,0.003099548,0.00002039181,2.575484e-7,7.572202e-7,0.0002007529,0.9810336,0.0001371809],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004893763,0.993141,0.00000388299,0.0001140691,0.002034794,0.002150289,0.00000634759,0.00002175993,0.002038515],"genre_scores_gemma":[0.002492344,0.9956792,0.0001428716,0.00001571024,0.0002991792,0.001110386,0.0002196771,0.00002867527,0.00001192968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9796253,"threshold_uncertainty_score":0.9094414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258556354518727,"score_gpt":0.4177986202186065,"score_spread":0.3552130566734192,"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."}}