{"id":"W4318168322","doi":"10.1200/jco.22.02466","title":"The Burden of Surviving Childhood Medulloblastoma: A Population-Based, Matched Cohort Study in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":34,"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":"National Institute of Neurological Disorders and Stroke; National Cancer Institute","keywords":"Medicine; Medulloblastoma; Hazard ratio; Cumulative incidence; Population; Cohort; Incidence (geometry); Cancer registry; Pediatrics; Internal medicine; Cancer; Confidence interval","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":[0.0003433439,0.0003205977,0.0003796543,0.001051442,0.002018393,0.0006828113,0.0007626263,0.0002954578,0.001076089],"category_scores_gemma":[0.0008374358,0.0003442135,0.0004751359,0.002755642,0.0005218884,0.0003105702,0.0005929628,0.0003728679,0.0001361721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01858593,"about_ca_system_score_gemma":0.01716484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9899053,"about_ca_topic_score_gemma":0.9937417,"domain_scores_codex":[0.9994517,0.00003056457,0.00003955492,0.0001097346,0.0001930309,0.0001753779],"domain_scores_gemma":[0.9991562,0.00002737116,0.0002415714,0.00004655733,0.0003257134,0.0002024759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003467171,0.00001054781,0.9979729,0.00001497005,0.0000384778,0.00007715428,0.0003044874,0.00004387959,0.000146499,0.00003042963,0.0004254156,0.0009006655],"study_design_scores_gemma":[0.000006316734,0.00001434846,0.9987695,0.00001392286,0.00002218096,0.00006114333,0.0004443553,0.000118306,0.00002476896,0.00001139817,0.0005097908,0.000004031544],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938856,0.0005268452,0.00009293675,0.0001545424,0.000007884231,0.00004435132,0.004461785,0.000006568176,0.0008194369],"genre_scores_gemma":[0.9974639,0.0004280665,0.00009435001,0.000049231,0.000004052234,0.00001751899,0.001530744,0.000002243713,0.0004098994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01858593,"threshold_uncertainty_score":0.134851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04930126122981097,"score_gpt":0.3872826315588139,"score_spread":0.3379813703290029,"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."}}