{"id":"W2113788299","doi":"10.1093/neuonc/not229","title":"Where are we now? And where are we going? A report from the Accelerate Brain Cancer Cure (ABC2) Low-grade Glioma Research Workshop","year":2013,"lang":"en","type":"review","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Glioma; Glioblastoma; Epigenomics; Clinical trial; Medicine; Brain cancer; Oncology; Cancer; Medical physics; Internal medicine; Psychology; Biology; Cancer research; DNA methylation","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":[0.001203491,0.0007083659,0.0006675266,0.001311914,0.0002875751,0.001058292,0.0005119577,0.001246911,0.004372607],"category_scores_gemma":[0.001257669,0.0002737274,0.0005281724,0.001432001,0.0003140898,0.001438387,0.0008687493,0.002831642,0.003370774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00113531,"about_ca_system_score_gemma":0.002095057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002292925,"about_ca_topic_score_gemma":0.004169019,"domain_scores_codex":[0.9997429,0.00003622147,0.00002448312,0.00004044282,0.0001228052,0.0000331751],"domain_scores_gemma":[0.9995503,0.0001178116,0.00004886572,0.000009353524,0.0001836192,0.00009004917],"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":[0.0001192506,0.00005576656,0.0001274057,0.006077965,0.00004100987,0.0001648726,0.0000969973,0.0001491995,0.001262635,0.002280463,0.5387543,0.4508702],"study_design_scores_gemma":[0.00001147447,0.00003777764,0.0003656624,0.001176916,0.00003205608,0.0002881762,0.00003332949,0.00002532467,0.0002206045,0.0003055648,0.997494,0.000009264098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002510702,0.9808432,0.0001947429,0.00725727,0.007660904,0.00003037774,0.0001119951,0.00002578676,0.003624609],"genre_scores_gemma":[0.001336941,0.9831049,0.0003089503,0.005621907,0.002569176,0.00002952564,0.0002115887,0.00001081976,0.006806209],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004372607,"threshold_uncertainty_score":0.01462781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1566427475944607,"score_gpt":0.4352664192816312,"score_spread":0.2786236716871705,"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."}}