{"id":"W3111695551","doi":"10.1093/neuonc/noaa222.825","title":"SWK-08. DELAYED DIAGNOSIS OF CENTRAL NERVOUS SYSTEM (CNS) TUMORS IN CHILDREN: PERSPECTIVE FROM THE FRONTLINE","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":"Vancouver Infectious Diseases Centre; University of British Columbia","funders":"","keywords":"Medicine; Medical diagnosis; Vomiting; Family medicine; Pediatrics; Clinical Practice; Brain tumor; Psychiatry; Pathology; 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":[0.001265599,0.0001683961,0.0002131591,0.0006648343,0.002012245,0.001431485,0.0005374403,0.0009476109,0.01101812],"category_scores_gemma":[0.004878553,0.0001444333,0.0002943478,0.001295859,0.0007725062,0.0009973319,0.0008117371,0.001645367,0.00149551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006868594,"about_ca_system_score_gemma":0.0150149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3731441,"about_ca_topic_score_gemma":0.5324072,"domain_scores_codex":[0.9986563,0.0002034542,0.0000869517,0.00007569899,0.0003501505,0.0006275209],"domain_scores_gemma":[0.9894533,0.0007371692,0.00161543,0.00006535927,0.002787548,0.005341088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000898994,0.0001204865,0.675644,0.0003637237,0.00002314328,0.001528422,0.006670364,0.00006701406,0.0002803459,0.0007602452,0.2550921,0.05936019],"study_design_scores_gemma":[0.00002779736,0.00013053,0.8098769,0.001160215,0.00002563376,0.002142114,0.03607383,0.00006288538,0.0001088193,0.000133159,0.1502105,0.00004770227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5678629,0.01191293,0.000286301,0.313667,0.002870142,0.00009768998,0.01019964,0.0001023884,0.09300107],"genre_scores_gemma":[0.9021806,0.01606057,0.001188624,0.05562698,0.001871016,0.0001246939,0.004690134,0.0001354056,0.01812192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3731441,"threshold_uncertainty_score":0.7419443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0150626902410284,"score_gpt":0.26126742577581,"score_spread":0.2462047355347816,"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."}}