{"id":"W4401668349","doi":"10.1002/pbc.31275","title":"The medical and functional burden of surviving childhood ependymoma: A population‐based study in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Université de Montréal; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; SickKids Foundation; Centre Hospitalier Universitaire Sainte-Justine; Hospital for Sick Children","funders":"Canadian Cancer Society Research Institute; Brain Tumour Foundation of Canada; Rally Foundation","keywords":"Medicine; Ependymoma; Confidence interval; Population; Pediatrics; Cohort; Medulloblastoma; Cohort study; National Death Index; Hazard ratio; Internal medicine; Surgery; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004756688,0.00036101,0.0004367472,0.001132451,0.002665131,0.0009498816,0.001075235,0.0003856494,0.001459225],"category_scores_gemma":[0.00113007,0.0003891265,0.000600555,0.00349917,0.0007486509,0.0004100179,0.0008110274,0.0004971803,0.0001608949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02602151,"about_ca_system_score_gemma":0.03266609,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9953687,"about_ca_topic_score_gemma":0.9971922,"domain_scores_codex":[0.9993642,0.00003093831,0.0000496808,0.0001177331,0.0002224637,0.0002150785],"domain_scores_gemma":[0.9986638,0.00005712495,0.0003411084,0.00005605843,0.00054004,0.0003419407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000315227,0.00001549046,0.9965543,0.00003664293,0.00004415296,0.0001122624,0.0006834737,0.00005553736,0.0001388187,0.00005664856,0.0007278294,0.001543271],"study_design_scores_gemma":[0.000006757269,0.00001392512,0.9983423,0.00003037761,0.00002388016,0.00006652066,0.0007310703,0.0001212482,0.0000263955,0.00001523335,0.0006163814,0.000005944787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908818,0.0008637012,0.0001180377,0.0004063288,0.00001238179,0.00006176769,0.005927804,0.000008830478,0.00171936],"genre_scores_gemma":[0.9968958,0.0007290913,0.0001301545,0.0001217984,0.000006155396,0.00002445651,0.001419417,0.000003759981,0.0006694574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02602151,"threshold_uncertainty_score":0.1888002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042030296462787,"score_gpt":0.2453973863126082,"score_spread":0.2349770833479803,"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."}}