{"id":"W3166172363","doi":"10.1093/neuonc/noab090.198","title":"EPCT-12. NATIONAL MULTICENTERED RETROSPECTIVE REVIEW OF DEMOGRAPHIC, TUMOUR AND INTRAOPERATIVE FEATURES ASSOCIATED WITH THE DEVELOPMENT OF CEREBELLAR MUTISM AFTER PEDIATRIC POSTERIOR FOSSA TUMOUR RESECTION","year":2021,"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":"Dalhousie University; University of Calgary; University of Alberta; McMaster University","funders":"","keywords":"Medicine; Ependymoma; Medulloblastoma; Astrocytoma; Surgery; Pilocytic astrocytoma; Retrospective cohort study; Hydrocephalus; Glioma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005928583,0.0001670067,0.0002520413,0.001875977,0.0004034292,0.0003970435,0.0003805975,0.0002098009,0.001844283],"category_scores_gemma":[0.002336,0.0002072583,0.0002369714,0.002863707,0.0002862323,0.0003751075,0.0003227936,0.0001916143,0.0002231262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229683,"about_ca_system_score_gemma":0.001486205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03668679,"about_ca_topic_score_gemma":0.04259283,"domain_scores_codex":[0.9994308,0.00007285318,0.0001152987,0.0001082887,0.0001765336,0.00009613484],"domain_scores_gemma":[0.9973511,0.0003864084,0.00146276,0.0001048025,0.0004707081,0.0002243141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003891169,0.000006069821,0.9969262,0.00008570524,0.00002234212,0.0008555748,0.00006873874,0.00001147837,0.0001891337,0.000009848046,0.0002655376,0.001520458],"study_design_scores_gemma":[0.000001788731,0.00003318774,0.99687,0.00003779579,0.00002002123,0.002179854,0.0002161672,0.00001852702,0.00008447884,0.000002592634,0.000533858,0.000001836919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913864,0.002040663,0.00009896537,0.00002900902,0.000008348766,0.00004870891,0.005396436,0.000007742206,0.0009837495],"genre_scores_gemma":[0.9951669,0.001180179,0.0001212329,0.00002697064,0.000008013852,0.00004955487,0.00327491,0.000003645741,0.0001685802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03668679,"threshold_uncertainty_score":0.07294649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01425042126159089,"score_gpt":0.2784480752848482,"score_spread":0.2641976540232573,"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."}}