{"id":"W2951538653","doi":"10.1002/pbc.27881","title":"Repeat irradiation for children with supratentorial high‐grade glioma","year":2019,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre; Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Princess Margaret Cancer Centre; Hospital for Sick Children; London Health Sciences Centre; Queen's University; University Health Network","funders":"","keywords":"Medicine; Clinical endpoint; Cohort; Radiation therapy; Retrospective cohort study; Overall survival; Population; Internal medicine; Surgery; Oncology; Clinical trial","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":[],"consensus_categories":[],"category_scores_codex":[0.00007445547,0.0002032925,0.0003250292,0.0001568328,0.0000620106,0.0000296855,0.00006680214,0.00009964436,0.0002238381],"category_scores_gemma":[0.00001872639,0.0001477467,0.0001106051,0.0003615423,0.00001260414,0.00009224426,0.00001510645,0.00008713275,0.00005182734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008387583,"about_ca_system_score_gemma":0.0001775344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008554064,"about_ca_topic_score_gemma":0.00005925733,"domain_scores_codex":[0.9987072,0.00001529708,0.0002145556,0.0004175219,0.000316756,0.0003286556],"domain_scores_gemma":[0.999227,0.00005859564,0.0001364574,0.0003056482,0.0001205214,0.0001518017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003021244,0.0006300661,0.9922194,0.00008459048,0.0004100094,0.00001601484,0.00006532043,0.00004568787,0.0006660529,0.0001852877,0.004760579,0.0006148088],"study_design_scores_gemma":[0.01973313,0.001541177,0.9677643,0.00003071001,0.003561266,0.00006610171,0.00001110154,0.00002207409,0.005706472,0.00004474944,0.001256539,0.0002624389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935851,0.002740978,0.000005305298,0.0008779264,0.0009601868,0.001564348,0.0001093841,0.00007375313,0.00008300586],"genre_scores_gemma":[0.9931097,0.0006125594,0.0004865396,0.0001365568,0.004667952,0.0005646027,0.0001900153,0.00004573182,0.0001863171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02445522,"threshold_uncertainty_score":0.6024936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008439080814980269,"score_gpt":0.246981687502032,"score_spread":0.2385426066870518,"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."}}