{"id":"W3097339274","doi":"10.6004/jnccn.2020.0052","title":"Central Nervous System Cancers, Version 3.2020, NCCN Clinical Practice Guidelines in Oncology","year":2020,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":564,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"AbbVie Canada; Genentech; Bayer HealthCare; Boston Pharmaceuticals; Agios Pharmaceuticals; SK Life Science; Arbor Pharmaceuticals; AstraZeneca; Cancer Research Institute; Novocure; National Comprehensive Cancer Network; Ipsen; Takeda Pharmaceuticals North America; Jazz Pharmaceuticals; National Institutes of Health; Regeneron Pharmaceuticals; BeiGene; Varian Medical Systems; Karyopharm Therapeutics; University of Pennsylvania; National Cancer Institute; Gilead Sciences; INOVIO Pharmaceuticals; Novartis Pharmaceuticals Corporation; National Cancer Research Institute; Bristol-Myers Squibb; Johns Hopkins University; Amgen","keywords":"Medicine; Central nervous system; Radiation therapy; Clinical Practice; Oncology; Radiation oncology; Disease; Internal medicine; Pathology; Family medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00486866,0.001041124,0.00108108,0.004511512,0.001235324,0.002505646,0.002784458,0.004712567,0.02075643],"category_scores_gemma":[0.03161186,0.0009310987,0.001349747,0.005476477,0.001380432,0.001909287,0.001990661,0.005947975,0.0194097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003510993,"about_ca_system_score_gemma":0.01374509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02802404,"about_ca_topic_score_gemma":0.06588514,"domain_scores_codex":[0.9956357,0.001346509,0.001062769,0.000168197,0.001490648,0.0002962508],"domain_scores_gemma":[0.9849591,0.003715744,0.002410665,0.0003912057,0.00751953,0.001003745],"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":[0.00006227622,0.00007445481,0.001083783,0.001227556,0.00002312544,0.0002491752,0.0001270427,0.0008910875,0.0002920282,0.002214204,0.9167494,0.07700594],"study_design_scores_gemma":[0.0002001335,0.00008163672,0.006599449,0.005734512,0.00005852368,0.001108967,0.0002178726,0.0007635548,0.000313846,0.004764499,0.9800875,0.0000695263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.007756786,0.1550782,0.05083378,0.1726229,0.02634108,0.01869839,0.0958176,0.006344903,0.4665064],"genre_scores_gemma":[0.04181104,0.1806165,0.2045682,0.116788,0.007755596,0.0329503,0.2288792,0.003699547,0.1829319],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02802404,"threshold_uncertainty_score":0.06943715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099686857506865,"score_gpt":0.4332707040613907,"score_spread":0.3233020183107042,"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."}}