{"id":"W2103322587","doi":"10.1002/pbc.20367","title":"A formulary for pediatric oncology in developing countries","year":2005,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster Children's Hospital; McMaster University Medical Centre","funders":"","keywords":"Medicine; Formulary; Pediatric oncology; Intensive care medicine; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004699144,0.0002390045,0.0005101341,0.0005483745,0.00009621952,0.00001670372,0.0002006892,0.0002690614,0.0002569497],"category_scores_gemma":[0.0002866914,0.000216623,0.0001139649,0.0008699636,0.00004483772,0.000178559,0.0001051414,0.0003046948,0.00007297064],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646822,"about_ca_system_score_gemma":0.006145949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002032781,"about_ca_topic_score_gemma":0.0003538144,"domain_scores_codex":[0.9976247,0.00003528215,0.0005830274,0.0004604671,0.0004609271,0.000835598],"domain_scores_gemma":[0.9985381,0.0005703476,0.0001534914,0.0002477013,0.0002821539,0.0002082242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00185576,0.0008983231,0.8876287,0.003557617,0.0002419042,0.0002260101,0.001696618,0.0001956245,0.0000858447,0.001492645,0.09061043,0.01151054],"study_design_scores_gemma":[0.03955666,0.001417637,0.08746353,0.0001112615,0.00271408,0.000266484,0.0001293413,0.003169841,0.001331805,0.0003029658,0.8624523,0.001084054],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967742,0.01533776,0.001353723,0.01152235,0.0004676935,0.001624611,0.00006728873,0.0001241047,0.001760507],"genre_scores_gemma":[0.8569553,0.07717924,0.02950958,0.007918464,0.022405,0.002620389,0.00007470173,0.0001863182,0.003151005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8001652,"threshold_uncertainty_score":0.9994883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283877419957988,"score_gpt":0.3413075574944179,"score_spread":0.318468783294838,"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."}}