{"id":"W3176151009","doi":"10.3390/curroncol28030210","title":"Transcriptomic Landscape of Lower Grade Glioma Based on Age-Related Non-Silent Somatic Mutations","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea","keywords":"ATRX; IDH1; Somatic cell; Glioma; Mutation; Wild type; Cancer research; Medicine; Isocitrate dehydrogenase; Oncology; Mutant; Biology; Internal medicine; Gene; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.00009148562,0.0001039685,0.0002011246,0.0006073357,0.0001737113,0.0003831877,0.00007424809,0.0001679955,0.001752326],"category_scores_gemma":[0.000258837,0.00007454251,0.0001570286,0.0005847059,0.0001200522,0.0001989705,0.0001871705,0.0001625563,0.0003889118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001666989,"about_ca_system_score_gemma":0.0001228817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009410263,"about_ca_topic_score_gemma":0.001516957,"domain_scores_codex":[0.9999151,0.000009302787,0.000004503363,0.0000274309,0.00001438921,0.00002914834],"domain_scores_gemma":[0.9998758,0.00002114546,0.00005385834,0.000005887219,0.0000239612,0.00001933853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001799147,0.00004662571,0.2527695,0.0003618677,0.0001854684,0.0009708838,0.0008857601,0.0005468354,0.7154826,0.0006095042,0.001343598,0.02499804],"study_design_scores_gemma":[0.000008185742,0.0001474071,0.9826571,0.00002641423,0.00007108293,0.0009105824,0.0007117281,0.001087558,0.01021847,0.0004547024,0.003689511,0.00001721701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938019,0.001610158,0.0006086354,0.00008621265,0.000008778105,0.000009672718,0.002836735,0.00002139614,0.001016559],"genre_scores_gemma":[0.9945925,0.0008634813,0.0005692282,0.00008019641,0.00001117476,0.00002372184,0.002747996,0.00001615857,0.001095497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001752326,"threshold_uncertainty_score":0.005862057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100825711502489,"score_gpt":0.3561215258831229,"score_spread":0.305113268768098,"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."}}