{"id":"W1829426509","doi":"10.1002/pbc.25049","title":"Regulatory and logistical issues influencing access to antineoplastic and supportive care medications for children with cancer in developing countries","year":2014,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University; Child and Family Research Institute; McMaster Children's Hospital","funders":"","keywords":"Medicine; Economic shortage; Blood cancer; Developing country; Low and middle income countries; Pediatric cancer; Developed country; Commodity; Access to medicines; Intensive care medicine; Global health; Cancer; Economic growth; Environmental health; Nursing; Business; Public health; Population; Finance","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":[0.000149918,0.000137821,0.0002823076,0.0000857175,0.0001312299,0.00003884516,0.00005943921,0.00005241704,0.0000319843],"category_scores_gemma":[0.0002222159,0.000103761,0.00001174265,0.0002212045,0.00009794567,0.0001328433,0.00008020989,0.0001236394,5.968446e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004592567,"about_ca_system_score_gemma":0.0002661432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008835391,"about_ca_topic_score_gemma":0.00148826,"domain_scores_codex":[0.9990322,0.00002104602,0.0002010618,0.0003010275,0.0001798832,0.0002647953],"domain_scores_gemma":[0.9991437,0.0003640564,0.00008390864,0.00007535478,0.0001689338,0.0001640921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001477831,0.00001607028,0.9950198,0.0005075699,0.000122973,0.000001940765,0.0009223496,0.00002077146,0.00000666931,0.0002198529,0.0003304183,0.002683782],"study_design_scores_gemma":[0.001542937,0.0001474735,0.9890872,0.000145968,0.001359693,0.00001040564,0.000138812,0.00004883573,0.0001882069,0.00002431189,0.007136797,0.0001693247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668987,0.02173148,0.0003578084,0.01019982,0.00007290475,0.0005863008,0.00006969351,0.00002369886,0.00005957768],"genre_scores_gemma":[0.9777018,0.01848707,0.0007385956,0.00211695,0.0006470148,0.0002731537,0.000006831957,0.00001532439,0.00001330458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080304,"threshold_uncertainty_score":0.4231251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02806417800064164,"score_gpt":0.3817985969592532,"score_spread":0.3537344189586115,"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."}}