{"id":"W2089032000","doi":"10.1159/000120235","title":"Intracranial Meningiomas in Children","year":2008,"lang":"en","type":"article","venue":"Pediatric Neurosurgery","topic":"Meningioma and schwannoma management","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Meningioma; Sick child; Pediatrics; El Niño; Surgery; Radiology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002281061,0.0001745158,0.0003279591,0.0005542893,0.00008158541,0.00001201419,0.00008674567,0.00006468117,0.0001204964],"category_scores_gemma":[0.0001428729,0.0001674791,0.0001322989,0.0007583848,0.00003458881,0.00009538959,0.00006265108,0.0002225667,0.000129435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004486779,"about_ca_system_score_gemma":0.0001004904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002592568,"about_ca_topic_score_gemma":2.973643e-7,"domain_scores_codex":[0.9984083,0.00005053603,0.0004234965,0.0003630175,0.000359362,0.000395291],"domain_scores_gemma":[0.9993487,0.00008650444,0.00008518458,0.0002883422,0.00002649153,0.0001647874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007550862,0.0001219673,0.988565,0.00001880357,0.00001135173,0.00559511,0.00005966602,0.000006577675,0.0002113651,0.00002631186,0.004984971,0.0003233679],"study_design_scores_gemma":[0.0008591684,0.00008116233,0.9938359,0.000004131538,0.00005412355,0.004460454,0.000003987782,0.00009628482,0.00007839098,0.00001831556,0.0003492971,0.0001587546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995957,0.000301329,0.00003208249,0.0002170644,0.0003800201,0.000322241,0.000002355966,0.0001217798,0.002666189],"genre_scores_gemma":[0.9977262,0.0001196245,0.0002712606,0.0001534768,0.0008929945,0.0000240135,0.00001432157,0.0000309111,0.0007671969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005270931,"threshold_uncertainty_score":0.6829602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01865180195902658,"score_gpt":0.2300575792004815,"score_spread":0.2114057772414549,"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."}}