{"id":"W4399783502","doi":"10.1093/neuonc/noae064.743","title":"LMIC-26. DEVELOPMENT OF THE ST. JUDE GLOBAL VIRTUAL PEDIATRIC NEURO-ONCOLOGY FELLOWSHIP (VPNOF): INCREASING PEDIATRIC NEURO-ONCOLOGY CAPACITY IN LOW- AND MIDDLE- INCOME COUNTRIES (LMIC)","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Pediatric oncology; Medicine; Low and middle income countries; Oncology; Internal medicine; Developing country; Cancer; Biology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003582203,0.001032123,0.002503644,0.0009452447,0.0004101712,0.00009646468,0.001011406,0.001261747,0.0001231372],"category_scores_gemma":[0.004745269,0.0009284512,0.0003966551,0.002451804,0.001141376,0.0003604968,0.001296784,0.002704743,0.0001128315],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002821741,"about_ca_system_score_gemma":0.008855331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007602809,"about_ca_topic_score_gemma":0.003773665,"domain_scores_codex":[0.9883727,0.0038088,0.002969034,0.001938258,0.00126775,0.001643392],"domain_scores_gemma":[0.9875106,0.009267978,0.001058714,0.001070941,0.0003580866,0.0007337121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006212691,0.002819968,0.9211082,0.006290326,0.0004102816,0.003699706,0.02230122,0.0001938461,0.01727377,0.002546851,0.005178947,0.0119642],"study_design_scores_gemma":[0.02115854,0.01152441,0.6845049,0.0009946305,0.002676729,0.009453552,0.002890538,0.001157098,0.004387781,0.001397527,0.257189,0.002665246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748047,0.002405376,0.00007908004,0.01216705,0.006599506,0.001957577,0.000170177,0.0004064986,0.001410031],"genre_scores_gemma":[0.9846745,0.001355569,0.00118201,0.009983074,0.002413134,0.000159284,0.00002742854,0.0001832541,0.00002177336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2520101,"threshold_uncertainty_score":0.9995961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429775718912896,"score_gpt":0.2978717037872885,"score_spread":0.2635739465981595,"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."}}