{"id":"W4289100902","doi":"10.1093/neuonc/noac188","title":"EANO - EURACAN - SNO Guidelines on circumscribed astrocytic gliomas, glioneuronal, and neuronal tumors","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institutes of Health; LEO Pharma; Servier; Associazione Italiana per la Ricerca sul Cancro; Sanofi; Brain Tumour Charity; Agios Pharmaceuticals; Novocure; Genentech; Y-mAbs Therapeutics; BeiGene; National Cancer Institute; Medac; European Federation of Pharmaceutical Industries and Associations; Fondazione Italiana per la Ricerca sul Cancro; Pfizer; BioClinica; AstraZeneca; American Society of Clinical Oncology","keywords":"Glioma; Medicine; Oligodendroglioma; Pathology; Astrocytoma; 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":[0.004072632,0.001344163,0.001262846,0.005238491,0.0007469709,0.001816561,0.002654756,0.003695496,0.006238982],"category_scores_gemma":[0.007630892,0.0004124093,0.001935651,0.003534165,0.001554297,0.001771165,0.002250972,0.003693721,0.007362664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002373521,"about_ca_system_score_gemma":0.008856647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01264285,"about_ca_topic_score_gemma":0.01815074,"domain_scores_codex":[0.996911,0.0006638186,0.000872625,0.0001899261,0.001038838,0.0003238161],"domain_scores_gemma":[0.9939836,0.001205063,0.0009692051,0.0002215878,0.003061936,0.0005586836],"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":[0.0001129257,0.00007215385,0.001853971,0.002672445,0.00004567347,0.0009206822,0.0001977275,0.0006187092,0.001713603,0.00827291,0.7863408,0.1971785],"study_design_scores_gemma":[0.00002052285,0.00002610737,0.00184513,0.003282171,0.00003142993,0.001477329,0.00009501586,0.0001167662,0.0001908031,0.002799557,0.9900991,0.000015981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.007557895,0.4793229,0.02636899,0.1426993,0.07127336,0.002075561,0.01320739,0.001392169,0.2561025],"genre_scores_gemma":[0.03202039,0.5101866,0.08351635,0.1326562,0.02895338,0.004845716,0.04688406,0.001461522,0.1594757],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01264285,"threshold_uncertainty_score":0.02513856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04568042957002215,"score_gpt":0.3217638257064698,"score_spread":0.2760833961364476,"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."}}