{"id":"W4280638952","doi":"10.1093/neuonc/noac123","title":"Characteristics of children ≤36 months of age with DIPG: A report from the international DIPG registry","year":2022,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Dalhousie University; Hospital for Sick Children; University of Toronto","funders":"National Institute of Neurological Disorders and Stroke; Isabella and Marcus Foundation; Robert Connor Dawes Foundation; Cure Brain Cancer Foundation; Brooke Healey Foundation; Cure Starts Now Foundation; Strong; Reflections of Grace Foundation; Jeffrey Thomas Hayden Foundation; Musella Foundation For Brain Tumor Research and Information","keywords":"Medicine; Pediatrics; Population; Internal medicine","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":[0.0001130255,0.0001001267,0.0003468952,0.00004277345,0.00004942005,0.000004149286,0.0001859244,0.00004163895,0.0002763932],"category_scores_gemma":[0.0001911723,0.00006625213,0.00007958997,0.00009253053,0.0001162042,0.00001541001,0.0001670826,0.0002076026,0.000001677927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005529,"about_ca_system_score_gemma":0.0001710981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003975529,"about_ca_topic_score_gemma":0.00004294894,"domain_scores_codex":[0.9989306,0.00007177606,0.0003460725,0.0002266051,0.000315662,0.000109337],"domain_scores_gemma":[0.9986922,0.0003171636,0.0004526392,0.0004217311,0.00006982956,0.00004640182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000805083,0.001534406,0.927268,0.000006907349,0.0004234505,0.005882466,0.0003736074,0.000008168867,0.051806,0.000102765,0.006709441,0.005079763],"study_design_scores_gemma":[0.002289377,0.001330062,0.9473385,0.0000173242,0.0002885617,0.001239546,0.0001153116,0.00001900623,0.006922851,0.0000280134,0.04035239,0.00005903247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919479,0.000081965,0.000004719625,0.00483041,0.0003304052,0.0003265579,0.0002543745,0.00001392206,0.002209731],"genre_scores_gemma":[0.9983561,0.00004583335,0.0001455361,0.0007683315,0.0001452587,0.0000962062,0.0003856933,0.00001575485,0.00004127024],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04488315,"threshold_uncertainty_score":0.3026312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457254770908031,"score_gpt":0.2707352956366816,"score_spread":0.2561627479276013,"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."}}