{"id":"W4212911998","doi":"10.1177/10935266211018931","title":"Medulloblastoma: WHO 2021 and Beyond","year":2022,"lang":"en","type":"review","venue":"Pediatric and Developmental Pathology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medulloblastoma; Wnt signaling pathway; Immunohistochemistry; Biology; Genomics; Computational biology; Mutant; Cancer research; Pathology; Bioinformatics; Medicine; Genetics; Gene; Genome","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":[0.0006728191,0.0007460102,0.0008450107,0.002448186,0.000271165,0.0006458299,0.0007636368,0.0008415823,0.003700085],"category_scores_gemma":[0.0009878587,0.0002005201,0.0004809276,0.002133553,0.000455457,0.001276349,0.0008085704,0.001286132,0.003511265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001233253,"about_ca_system_score_gemma":0.004248692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0107692,"about_ca_topic_score_gemma":0.01059472,"domain_scores_codex":[0.9997277,0.00003716204,0.00004937074,0.00003754144,0.0001020933,0.00004608662],"domain_scores_gemma":[0.9996952,0.00005699519,0.0000535143,0.0000103596,0.0001332345,0.00005072435],"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":[0.00004010277,0.00001403441,0.0004467982,0.005571253,0.00002426335,0.0002890664,0.00008514551,0.0002419466,0.0005978721,0.005596583,0.1196784,0.8674145],"study_design_scores_gemma":[0.00000460376,0.00001321342,0.0006137408,0.002557113,0.00002329307,0.000974405,0.00002757553,0.00002692513,0.00009948309,0.0006933201,0.9949592,0.000007088657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000265111,0.9819406,0.0004440206,0.003067825,0.001437009,0.00003044864,0.0003716412,0.00004453104,0.0123987],"genre_scores_gemma":[0.0023698,0.9878001,0.0008259684,0.002742624,0.0009790034,0.00003751011,0.0007952709,0.0000232311,0.004426446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0107692,"threshold_uncertainty_score":0.02141303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246275132971605,"score_gpt":0.2863901897184022,"score_spread":0.2617626764212417,"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."}}