{"id":"W2113894146","doi":"10.1093/neuonc/nos312","title":"Optic pathway gliomas in adolescence--time to challenge treatment choices?","year":2013,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; SickKids Foundation; McMaster Children's Hospital; Pediatric Oncology Group","funders":"","keywords":"Medicine; Carboplatin; Neurofibromatosis; Chemotherapy; Cohort; Pediatrics; Natural history; Retrospective cohort study; Radiation therapy; Progression-free survival; Oncology; Internal medicine; 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000787508,0.0002921434,0.0006420698,0.0003415183,0.00004872171,0.00002009648,0.0001197653,0.0001894471,0.001484185],"category_scores_gemma":[0.000101041,0.0002240111,0.0001265648,0.0003320066,0.0000510955,0.00007894432,0.00006967675,0.0001572709,0.006625546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007021588,"about_ca_system_score_gemma":0.0001900841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002326964,"about_ca_topic_score_gemma":0.0001192161,"domain_scores_codex":[0.9982095,0.0001269213,0.0003710151,0.0005551418,0.0001939983,0.0005433872],"domain_scores_gemma":[0.9987049,0.0002638754,0.00008999104,0.0004485175,0.00007326747,0.0004194793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003470962,0.01321327,0.02737428,0.00006928005,0.0001789777,0.008117662,0.001371054,0.00006959071,0.5808592,0.0003001118,0.005837497,0.3622619],"study_design_scores_gemma":[0.02493907,0.03913953,0.2257269,0.0002957026,0.0003275111,0.0009056374,0.0002907299,0.0007780453,0.09407441,0.000157295,0.6125424,0.0008227658],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9654332,0.0003892798,0.000001019976,0.01667634,0.0002263267,0.001835041,0.000006489476,0.00008602084,0.01534628],"genre_scores_gemma":[0.9959104,0.0001338929,0.0003845434,0.001900264,0.0002142541,0.001149498,0.00001541569,0.00004105205,0.0002506804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6067049,"threshold_uncertainty_score":0.9994286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02521580444228332,"score_gpt":0.2871038746838031,"score_spread":0.2618880702415198,"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."}}