{"id":"W3110935379","doi":"10.1093/neuonc/noaa222.649","title":"PATH-14. GENETIC SUSCEPTIBILITY AND OUTCOMES OF PEDIATRIC, ADOLESCENT AND YOUNG ADULT IDH-MUTANT ASTROCYTOMAS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"ATRX; Medicine; Oncology; Internal medicine; Germline; IDH1; Mutation; Cancer; Young adult; Cancer research; Gene; Biology; Genetics","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":[0.00025924,0.0001447345,0.0001807478,0.0006616946,0.000251234,0.0003459704,0.000135821,0.0001683104,0.001580993],"category_scores_gemma":[0.00099219,0.00009803665,0.0001271473,0.0004373288,0.000211447,0.0002264706,0.0002794075,0.0001592966,0.0003190645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002882547,"about_ca_system_score_gemma":0.0002884463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001786037,"about_ca_topic_score_gemma":0.00258098,"domain_scores_codex":[0.9998252,0.00002734955,0.00002284035,0.00004448508,0.00003607931,0.00004404521],"domain_scores_gemma":[0.9991701,0.00009772153,0.000441817,0.00003272597,0.00008018455,0.0001775355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004722124,0.000008588595,0.9978679,0.000003292751,0.00000837668,0.0003349933,0.0000262706,0.00002443086,0.0004409323,0.000009532773,0.00003871281,0.001189713],"study_design_scores_gemma":[0.000002758583,0.00009300162,0.9964486,0.000003263781,0.000007547501,0.00280567,0.0001257472,0.00007546498,0.0002789555,0.00002190416,0.0001359689,0.000001045071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996233,0.00005637028,0.00002680942,0.000006223892,8.352872e-7,0.000002190408,0.0001336453,0.000002184188,0.0001484477],"genre_scores_gemma":[0.9996279,0.00002984708,0.00004822221,0.000005230462,0.000002055942,0.000003359892,0.0002154416,0.000001531292,0.00006639622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786037,"threshold_uncertainty_score":0.005288899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195081126154647,"score_gpt":0.2788905089600257,"score_spread":0.259382396344561,"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."}}