{"id":"W2072509431","doi":"10.1002/pbc.24476","title":"Essential medicines for pediatric oncology in developing countries","year":2013,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; McMaster Children's Hospital","funders":"","keywords":"Medicine; Blood cancer; Low and middle income countries; Developing country; Pediatric oncology; Intensive care medicine; Cancer; Disease; Pediatric cancer; Burden of disease; Healthcare system; Health care; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008407147,0.0004001086,0.000378423,0.001039639,0.0004732639,0.0008552974,0.0003838436,0.0008124096,0.02239434],"category_scores_gemma":[0.001451477,0.0001208089,0.0002424251,0.001053634,0.0003569956,0.0007666083,0.001053822,0.001290791,0.003977288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007287963,"about_ca_system_score_gemma":0.003834658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903927,"about_ca_topic_score_gemma":0.004529377,"domain_scores_codex":[0.9996796,0.0001276711,0.00004191988,0.00001607216,0.00008982689,0.00004485829],"domain_scores_gemma":[0.9991448,0.000158942,0.0002228946,0.00005576096,0.0002073746,0.0002102599],"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":[0.0001527726,0.0002121904,0.00164853,0.002432616,0.00002357439,0.0005500898,0.0001267542,0.0001177524,0.001808643,0.009170092,0.1452671,0.8384898],"study_design_scores_gemma":[0.00005307676,0.0001231091,0.003337574,0.001354631,0.00002089656,0.0007281874,0.00009780502,0.00004094639,0.0005509878,0.001441566,0.9922461,0.000005153443],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01186444,0.713846,0.002757387,0.06959151,0.004444073,0.0005098462,0.002515501,0.0005704455,0.1939009],"genre_scores_gemma":[0.1015718,0.7829841,0.02991448,0.02245041,0.003897157,0.0006028035,0.00201744,0.00009342981,0.05646851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02239434,"threshold_uncertainty_score":0.07491648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01620680383667759,"score_gpt":0.3291797117472268,"score_spread":0.3129729079105492,"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."}}