{"id":"W2872683043","doi":"10.1007/s11912-018-0717-7","title":"Molecular Classification and Management of Rare Pediatric Embryonal Brain Tumors","year":2018,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Brain tumor; Clinical Practice; Pathology; Bioinformatics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043824,0.0005520436,0.0008956519,0.002273053,0.0002339718,0.0008878561,0.001026331,0.0006635686,0.001096169],"category_scores_gemma":[0.001145934,0.0001929724,0.0004674055,0.001475472,0.0004800396,0.001180385,0.0004772453,0.001147231,0.0005108485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006066672,"about_ca_system_score_gemma":0.001062087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359282,"about_ca_topic_score_gemma":0.002854157,"domain_scores_codex":[0.9997559,0.00003724349,0.00005925667,0.00004660563,0.00007322109,0.00002778462],"domain_scores_gemma":[0.9995951,0.0001735756,0.00011657,0.00001097242,0.00007505721,0.00002878265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005505695,0.00002814067,0.002152227,0.008186768,0.000107281,0.001397189,0.00009094357,0.0005825477,0.001261664,0.002026991,0.02560351,0.9585078],"study_design_scores_gemma":[0.00002309199,0.00008840624,0.006689597,0.008978204,0.0005499083,0.03186999,0.0002370711,0.0003697563,0.001302145,0.003468479,0.9463717,0.00005170459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000647273,0.9972593,0.0003127604,0.0005862117,0.0002123513,0.000004750267,0.0000282761,0.000009967451,0.000939096],"genre_scores_gemma":[0.004154975,0.9934261,0.0007228454,0.0005273321,0.0005914359,0.00000644387,0.0001063143,0.000003138755,0.0004615482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002273053,"threshold_uncertainty_score":0.004401743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09932771581164357,"score_gpt":0.4177549561411641,"score_spread":0.3184272403295206,"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."}}