{"id":"W3096673146","doi":"10.1136/bmjopen-2020-041901","title":"What are the volume and budget needs to provide chemotherapy to all children with acute lymphoblastic leukaemia in Thailand? Development and application of an estimation tool","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Institute of Health Services and Policy Research; Hospital for Sick Children; University of Toronto","funders":"Royal Golden Jubilee (RGJ) Ph.D. Programme; Harvard T.H. Chan School of Public Health; Mahidol University; University of Washington; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Estimation; Chemotherapy; Volume (thermodynamics); Public health; Intensive care medicine; Medical physics; Pediatrics; Oncology; Internal medicine; Pathology","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":[0.004820021,0.0007339952,0.0003774581,0.003792888,0.000271035,0.002161859,0.0007300896,0.0005039268,0.003504904],"category_scores_gemma":[0.02826719,0.0004791392,0.0008621258,0.004685754,0.0002877303,0.002159538,0.001078284,0.000572096,0.0003184061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003014379,"about_ca_system_score_gemma":0.003048073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02572988,"about_ca_topic_score_gemma":0.01555773,"domain_scores_codex":[0.9964168,0.002028602,0.0004537798,0.0002675684,0.0006259627,0.0002072301],"domain_scores_gemma":[0.9787926,0.01286779,0.004982009,0.0003635308,0.002442519,0.000551533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004155957,0.0001570014,0.6549832,0.0009570592,0.0004888995,0.0004957441,0.0009115616,0.2476173,0.0003395463,0.003835981,0.004530286,0.08526777],"study_design_scores_gemma":[0.000224556,0.0006338935,0.3865939,0.0008584869,0.000383613,0.001052671,0.00500808,0.5783263,0.002333262,0.005923436,0.01847604,0.000185783],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8868902,0.002658146,0.06677315,0.002672336,0.00008060346,0.0007620771,0.02089057,0.0003550525,0.01891791],"genre_scores_gemma":[0.9562364,0.001061863,0.03570426,0.00009091558,0.00003116776,0.0004749739,0.005486839,0.00002386006,0.0008897047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02572988,"threshold_uncertainty_score":0.05116022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02324579066431478,"score_gpt":0.3296596994801322,"score_spread":0.3064139088158174,"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."}}