{"id":"W2883654338","doi":"10.1158/1541-7786.mcr-17-0507","title":"Desmoplastic Infantile Ganglioglioma/Astrocytoma (DIG/DIA) Are Distinct Entities with Frequent BRAFV600 Mutations","year":2018,"lang":"en","type":"article","venue":"Molecular Cancer Research","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Toronto Western Hospital","funders":"National Cancer Institute","keywords":"ATRX; Biology; Dig; DNA methylation; Exome sequencing; Astrocytoma; Cancer research; Pathology; Mutation; Medicine; Gene; Glioma; Genetics; Molecular biology","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":[0.0001969912,0.0002218117,0.0003035331,0.0005389751,0.0003541029,0.0001227113,0.0001601803,0.00007750739,0.0008987469],"category_scores_gemma":[0.0001460535,0.0001721448,0.0001005998,0.0010389,0.0006201828,0.0000872296,0.0001008352,0.0002787757,0.0002232197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400933,"about_ca_system_score_gemma":0.0004006141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007316441,"about_ca_topic_score_gemma":0.001537575,"domain_scores_codex":[0.9973701,0.0001190738,0.0002148233,0.0004915598,0.001101873,0.0007026307],"domain_scores_gemma":[0.9981881,0.0001196487,0.00006589476,0.0005057931,0.000802185,0.0003183836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001864165,0.001714777,0.8648444,0.0004439709,0.001259997,0.01579989,0.001047627,0.00009371147,0.09893569,0.00200027,0.008947281,0.00304826],"study_design_scores_gemma":[0.005046726,0.002453218,0.3901568,0.0009659457,0.0003065296,0.0003400349,0.0006149563,0.0002174938,0.5953507,0.0003620872,0.003810707,0.0003747195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937982,0.0008402062,0.0004989585,0.001079742,0.00009763073,0.0006822223,0.00007919102,0.00007541559,0.002848453],"genre_scores_gemma":[0.9977275,0.00003040303,0.0003876727,0.0001275237,0.0001963907,0.001109695,0.00006299268,0.00006045057,0.0002973588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4964151,"threshold_uncertainty_score":0.9840649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03991833803885614,"score_gpt":0.3678780777419524,"score_spread":0.3279597397030963,"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."}}