{"id":"W2029314580","doi":"10.1007/s00381-008-0658-9","title":"Adverse medical events associated with childhood cerebellar astrocytomas and medulloblastomas: natural history and relation to very long-term neurobehavioral outcome","year":2008,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Glioma Diagnosis and Treatment","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto; McMaster University","funders":"","keywords":"Medulloblastoma; Medicine; Astrocytoma; Pediatrics; Incidence (geometry); Neurosurgery; Medical record; Natural history; Internal medicine; Surgery; Glioma; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001280001,0.0003292274,0.0005849442,0.0001873211,0.0002202104,0.000007837966,0.00008063948,0.0001868614,0.00001897272],"category_scores_gemma":[0.00008860914,0.0002503181,0.0000955889,0.0001364659,0.00009121566,0.000106958,0.00007686241,0.0003214008,0.00001973414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000666489,"about_ca_system_score_gemma":0.0001121861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004032035,"about_ca_topic_score_gemma":0.00009573123,"domain_scores_codex":[0.9978821,0.0001008932,0.00043402,0.0005061,0.0007192471,0.0003575967],"domain_scores_gemma":[0.9988537,0.00004860775,0.000171836,0.0002944044,0.00007502504,0.0005563715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001487972,0.0004281188,0.9945975,0.00007579854,0.0001520158,0.003225714,0.0006187516,0.000003846596,0.00003324959,0.00001625956,0.0001897044,0.0005102752],"study_design_scores_gemma":[0.004266864,0.0007495392,0.9850577,0.0009417362,0.0003336794,0.008193159,0.00007079726,0.00005125375,0.00004303092,1.280083e-7,0.00007543489,0.0002167477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965324,0.001353455,0.000005598797,0.0004693546,0.0003613544,0.0008648927,0.000008800227,0.000177195,0.000226982],"genre_scores_gemma":[0.9992306,0.00002530796,0.00004970458,0.0002505581,0.0001167726,0.00004938037,0.00007277384,0.0000517817,0.0001531071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009539839,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291981311611556,"score_gpt":0.2263658691220467,"score_spread":0.2134460560059311,"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."}}