{"id":"W2015411200","doi":"10.1007/s00381-011-1479-9","title":"Web-based survey of resources for treatment and long-term follow-up for children with brain tumors in developing countries","year":2011,"lang":"en","type":"article","venue":"Child s Nervous System","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; St. Jude Children's Research Hospital","keywords":"Developing country; Medicine; Neurosurgery; High income countries; Developed country; Family medicine; Pediatrics; Environmental health; Surgery; Economic growth","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":[],"consensus_categories":[],"category_scores_codex":[0.0006711118,0.0002600347,0.0007286704,0.0002391816,0.0001191736,0.00002051297,0.0001357337,0.0001115014,0.00000311853],"category_scores_gemma":[0.0001603104,0.0001810544,0.0000726557,0.0002006203,0.0001496655,0.00004611216,0.00002924327,0.00005072717,0.000001354519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007051933,"about_ca_system_score_gemma":0.0009029222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001481691,"about_ca_topic_score_gemma":0.00321861,"domain_scores_codex":[0.9983566,0.0001114642,0.0004548123,0.0004097483,0.0002370751,0.0004302316],"domain_scores_gemma":[0.9985448,0.000586502,0.000184761,0.0003270388,0.0002240056,0.0001329428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004316686,0.00009770443,0.9910384,0.001669232,0.000286894,0.00002806895,0.001459579,0.000004896557,0.00002876884,0.0002036153,0.0002129776,0.0006532118],"study_design_scores_gemma":[0.02106913,0.001834159,0.9717407,0.002008365,0.0001060166,0.0001944968,0.0001398815,0.000522555,0.002085532,0.00000136488,0.0000940933,0.0002036813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938539,0.0003113998,0.001951931,0.0002726323,0.00004629955,0.003140994,0.0002270759,0.00005708676,0.0001387325],"genre_scores_gemma":[0.9980987,0.00001271612,0.0009664967,0.0001276411,0.00006078564,0.000361458,0.000144226,0.00006169119,0.0001662828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01929764,"threshold_uncertainty_score":0.7383184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0289341480938449,"score_gpt":0.2678792798016676,"score_spread":0.2389451317078227,"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."}}