{"id":"W2758873854","doi":"10.1111/nan.12443","title":"<scp>CNS</scp> embryonal tumours: <scp>WHO</scp> 2016 and beyond","year":2017,"lang":"en","type":"review","venue":"Neuropathology and Applied Neurobiology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Medical Research Council; Great Ormond Street Hospital for Children; Brain Tumour Charity; CHILDREN with CANCER UK; National Institute on Handicapped Research","keywords":"Central nervous system; Medicine; Bioinformatics; Pathology; Biology; Oncology; Neuroscience; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003801976,0.001256406,0.004045673,0.0005201671,0.0005085557,0.00008357696,0.000425497,0.001260008,0.00001432774],"category_scores_gemma":[0.0006177146,0.0009432764,0.0004426893,0.0001687875,0.001354876,0.000059853,0.0006400117,0.001489519,0.0002944044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002971749,"about_ca_system_score_gemma":0.0002370891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002608173,"about_ca_topic_score_gemma":0.000002273169,"domain_scores_codex":[0.9951812,0.000554224,0.0009309194,0.002064559,0.000158118,0.001110966],"domain_scores_gemma":[0.9950656,0.002338654,0.0008842766,0.001144671,0.0000702868,0.0004964725],"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":[0.0000672913,0.002098799,0.004034821,0.01198994,0.001049524,0.01849621,0.0003461621,9.614305e-7,0.002638739,0.01308537,0.06454222,0.88165],"study_design_scores_gemma":[0.001935081,0.001139529,0.006778435,0.0007905419,0.002294052,0.01492646,0.00001711743,8.602423e-7,0.0001282073,0.0002055439,0.9716309,0.0001533082],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04891992,0.9298424,0.000002710657,0.0001474695,0.0009699104,0.001864764,0.000283466,0.0001579128,0.01781146],"genre_scores_gemma":[0.002710565,0.9916962,0.00008057951,0.001826983,0.0006028896,0.0004776447,0.0003806626,0.0001836416,0.002040814],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9070886,"threshold_uncertainty_score":0.9993018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407484383158586,"score_gpt":0.3092595229531114,"score_spread":0.2685110846372528,"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."}}