{"id":"W3048238459","doi":"10.1200/go.20.00159","title":"Pediatric Oncology Clinical Trials and Collaborative Research in Africa: Current Landscape and Future Perspectives","year":2020,"lang":"en","type":"review","venue":"JCO Global Oncology","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Clinical trial; Medicine; Pediatric oncology; Clinical research; Oncology; Family medicine; Internal medicine; Cancer","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":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01329322,0.0006205676,0.00808672,0.0006926779,0.0001284869,0.00005639718,0.0003808064,0.002379836,0.0001054012],"category_scores_gemma":[0.0100993,0.0004376495,0.0004123841,0.003494791,0.0009815972,0.00007369563,0.0009513888,0.004057904,0.0001284857],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006325813,"about_ca_system_score_gemma":0.02654836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001999361,"about_ca_topic_score_gemma":0.00005977019,"domain_scores_codex":[0.979032,0.01502111,0.002391104,0.001633646,0.0008296865,0.001092389],"domain_scores_gemma":[0.9830909,0.01379675,0.000811308,0.000442958,0.0007612542,0.001096865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001157727,0.0007377277,0.0007247246,0.004626607,0.0003587245,0.002430939,0.0007810981,1.749046e-8,3.592605e-8,0.001517658,0.05417395,0.9334908],"study_design_scores_gemma":[0.006857758,0.005642074,0.0004382186,0.000807438,0.001472947,0.0008440086,0.003349125,0.00001927977,8.041194e-9,0.0001956281,0.9800729,0.0003005743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001202116,0.9761664,0.00000386472,0.006050146,0.001008043,0.003838308,0.0003471534,0.00004420831,0.01242172],"genre_scores_gemma":[0.00008430378,0.9900054,0.0005440136,0.00007409853,0.008702577,0.0004127083,0.00007116461,0.00004757327,0.00005813989],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9331902,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3296792206892204,"score_gpt":0.595885276332346,"score_spread":0.2662060556431256,"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."}}