{"id":"W3171770674","doi":"10.1093/neuonc/noab090.162","title":"RARE-01. ASSESSING THE SYMPTOM DIAGNOSTIC INTERVAL FOR CHILDREN WITH CENTRAL NERVOUS SYSTEM TUMOURS","year":2021,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Janeway Children's Health and Rehabilitation Centre; Memorial University of Newfoundland; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Medulloblastoma; Ependymoma; Vomiting; Nausea; Glioma; Retrospective cohort study; Pediatrics; Internal medicine; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001214075,0.0002292087,0.0005185441,0.00005563076,0.0001915974,0.00007306888,0.0001269803,0.000112515,0.00003162766],"category_scores_gemma":[0.0004538001,0.0001401291,0.0001730954,0.000182439,0.00009993483,0.00006376845,0.00007494477,0.000239159,0.00001568703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003400932,"about_ca_system_score_gemma":0.0004584239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003433062,"about_ca_topic_score_gemma":0.00006409684,"domain_scores_codex":[0.9983314,0.0002245965,0.0002935711,0.0004372453,0.0002016217,0.000511547],"domain_scores_gemma":[0.9972209,0.001924283,0.0001501362,0.0003814278,0.0001306096,0.0001926537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002018773,0.001497549,0.94119,0.0001539184,0.0005447546,0.005403803,0.0005487436,0.0001483604,0.01309567,0.001044797,0.008382263,0.02778826],"study_design_scores_gemma":[0.006492184,0.002374678,0.9528282,0.000307816,0.001397355,0.007325088,0.0008863626,0.000308493,0.02058076,0.00001423474,0.007280407,0.000204396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987738,0.0006308393,0.000183148,0.008747724,0.0007785694,0.001081917,0.00002793569,0.0001018291,0.0007100769],"genre_scores_gemma":[0.9968005,0.00003768645,0.000362306,0.00181165,0.0004889278,0.0003363321,0.0001003393,0.00004953293,0.0000126799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02758386,"threshold_uncertainty_score":0.5714299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01558828860438431,"score_gpt":0.2895955557580557,"score_spread":0.2740072671536714,"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."}}