{"id":"W4399784911","doi":"10.1093/neuonc/noae064.594","title":"QOL-06. RECURRENCE PATTERNS AND SURVEILLANCE IMAGING IN PEDIATRIC BRAIN TUMOR SURVIVORS","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Brain tumor; Neuroimaging; Medicine; Pathology; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005170164,0.0001685997,0.0002321995,0.0009399389,0.0002329603,0.0005502501,0.000287455,0.0001808073,0.002164316],"category_scores_gemma":[0.00296282,0.0000996418,0.0004257973,0.001327181,0.0001653329,0.0003774765,0.0004635491,0.0004394092,0.0002347738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005073867,"about_ca_system_score_gemma":0.0004933482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004845695,"about_ca_topic_score_gemma":0.004367032,"domain_scores_codex":[0.9996306,0.00007593293,0.00005704692,0.00005482932,0.00009095325,0.00009064974],"domain_scores_gemma":[0.9973931,0.0002336644,0.001765268,0.00004400618,0.0002343021,0.0003295849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002323582,0.000009394776,0.9978677,0.000008001824,0.0000156254,0.00003466746,0.00003140957,0.00002230432,0.00001902271,0.000006136363,0.0001531577,0.001809166],"study_design_scores_gemma":[0.000002852599,0.00006049341,0.9991026,0.000009372875,0.00001459188,0.0002922408,0.0001078026,0.00007492864,0.00003824105,0.000006900956,0.0002880024,0.000002035805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970829,0.0003637014,0.00004642723,0.0000764656,0.000004885785,0.00000868598,0.001757741,0.000009071596,0.0006500355],"genre_scores_gemma":[0.9982103,0.0001542588,0.0000901028,0.00001901998,0.000005504284,0.00001410741,0.001365047,0.000003670527,0.0001378648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004845695,"threshold_uncertainty_score":0.009635031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448049153702654,"score_gpt":0.2958050101473726,"score_spread":0.2813245186103461,"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."}}