{"id":"W3112899297","doi":"10.1093/neuonc/noaa222.194","title":"EPID-08. FINDING THE NEEDLE IN THE HAY STACK – POPULATION-BASED STUDY OF PREDIAGNOSTIC SYMPTOMATIC INTERVAL IN CHILDREN WITH CNS TUMORS","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Pediatrics; Medical record; Population; Paresis; Confidence interval; Diagnosis code; Ataxia; Health care; Retrospective cohort study; Surgery; Internal medicine","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":[0.0003296957,0.0002380117,0.000278956,0.001325231,0.0008759871,0.0007828749,0.0006085621,0.0002782152,0.002368286],"category_scores_gemma":[0.001593652,0.0002971321,0.000306376,0.002434392,0.0003926342,0.0003576171,0.0004534495,0.0005430831,0.000341725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004636808,"about_ca_system_score_gemma":0.005057408,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6826531,"about_ca_topic_score_gemma":0.7276073,"domain_scores_codex":[0.9995061,0.00003992325,0.00004732755,0.00009346659,0.0001531332,0.0001600417],"domain_scores_gemma":[0.9983846,0.0001098277,0.0007152706,0.00004454801,0.0004218929,0.0003238791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009683686,0.000006572624,0.9994469,0.000005798352,0.000005174976,0.00002863998,0.00004674865,0.000008904658,0.00002048371,0.000005005351,0.0001378704,0.0002781565],"study_design_scores_gemma":[0.000001343015,0.00001459654,0.9994016,0.000007328275,0.000003544,0.0001009951,0.0002731488,0.00002645179,0.00001451461,0.000002005226,0.0001530614,0.000001340878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935348,0.0001790979,0.00004051109,0.00005381464,0.000005191951,0.00003172567,0.005028652,0.000008895201,0.001117367],"genre_scores_gemma":[0.9968045,0.0002220944,0.0001040349,0.00004110696,0.000004965751,0.00002421003,0.002525432,0.000004997596,0.0002686671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6826531,"threshold_uncertainty_score":0.6384317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658918984826611,"score_gpt":0.2951333222434768,"score_spread":0.2685441323952107,"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."}}