{"id":"W4399787188","doi":"10.1093/neuonc/noae064.771","title":"RADT-11. PROTON BEAM THERAPY (PBT) FOR CENTRAL NERVOUS SYSTEM (CNS) TUMOURS IN CHILDREN: A CANADIAN PEDIATRIC BRAIN TUMOUR CONSORTIUM STUDY","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; BC Children's Hospital; Centre Hospitalier de l’Université de Montréal; Université Laval; McGill University Health Centre; Université du Québec à Montréal; Dalhousie University; Centre Hospitalier Universitaire Sainte-Justine; London Health Sciences Centre; Western University; CancerCare Manitoba; Izaak Walton Killam Health Centre; Alberta Children's Hospital; University of Alberta; University of Saskatchewan; Princess Margaret Cancer Centre; University of Calgary; University of British Columbia","funders":"","keywords":"Central nervous system; Medicine; Proton therapy; Pediatrics; Oncology; Internal medicine; Radiation therapy","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":[0.0008813773,0.000554579,0.0005393099,0.001363629,0.002149528,0.001148322,0.001053502,0.0004176738,0.002529798],"category_scores_gemma":[0.001917885,0.0003336444,0.0008893476,0.006343293,0.0005413582,0.0003496744,0.0008301012,0.000754106,0.0002905999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01789151,"about_ca_system_score_gemma":0.0318488,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740567,"about_ca_topic_score_gemma":0.9857209,"domain_scores_codex":[0.9989029,0.00007497263,0.0000573323,0.0001697327,0.0004078534,0.0003872164],"domain_scores_gemma":[0.9979979,0.00009870783,0.0005106828,0.00006562078,0.0008019478,0.0005249826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001223872,0.00004342995,0.9922255,0.000119893,0.00009788427,0.0002286056,0.0003531643,0.0001107846,0.0001002357,0.0001443557,0.002603595,0.003850057],"study_design_scores_gemma":[0.00002919129,0.00005017616,0.9954392,0.0001061691,0.0001154822,0.0002838372,0.0009188671,0.0001523852,0.00006148974,0.00002030882,0.002810786,0.00001208242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711822,0.002300836,0.0001813301,0.0004971508,0.00003148724,0.0002563572,0.01912642,0.00001572553,0.00640843],"genre_scores_gemma":[0.9850916,0.002029112,0.0004991712,0.0002280024,0.00002685972,0.0001579445,0.01081347,0.0000126344,0.001141202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02594334,"threshold_uncertainty_score":0.1298126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469661412768856,"score_gpt":0.2931227222297732,"score_spread":0.2784261081020846,"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."}}