{"id":"W4377564933","doi":"10.1002/pbc.30403","title":"The international scandal of defective asparaginase: A blight on children with cancer","year":2023,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Asparaginase; Blood cancer; Pediatric cancer; Lymphoblastic Leukemia; Disease; Cancer; China; Intensive care medicine; Adverse effect; Pediatrics; Leukemia; Environmental health; Internal medicine","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":[0.0001962004,0.000162961,0.0002262442,0.0002334173,0.0001408276,0.00003275605,0.0002758209,0.00006677619,0.0002317544],"category_scores_gemma":[0.0001083154,0.00009569704,0.00007630591,0.001031791,0.0001524614,0.00004857232,0.00009978053,0.0002760218,0.00004525973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003382928,"about_ca_system_score_gemma":0.001929274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128415,"about_ca_topic_score_gemma":0.0003757509,"domain_scores_codex":[0.9981066,0.00003042455,0.0001998584,0.0003258769,0.0009513514,0.0003859096],"domain_scores_gemma":[0.9988841,0.0002932368,0.0001226961,0.0002787735,0.0002883205,0.0001329003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001368838,0.0002257095,0.919424,0.00006890751,0.001366496,0.00007413435,0.0004714595,0.000507963,0.0002095478,0.0001837528,0.07084449,0.005254687],"study_design_scores_gemma":[0.01248486,0.001035483,0.9650819,0.0001750208,0.001556429,0.0001001013,0.00007829083,0.0008831779,0.01202715,0.00005870424,0.006192782,0.0003261476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914797,0.002574994,0.00001085171,0.003334135,0.0003416638,0.0005046322,0.0002058688,0.00007309958,0.001475042],"genre_scores_gemma":[0.9915639,0.003789163,0.00002526884,0.0002399171,0.001857395,0.0003545562,0.00002941999,0.00003873835,0.002101683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06465171,"threshold_uncertainty_score":0.3902412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141459940314886,"score_gpt":0.2970167376075141,"score_spread":0.2856021382043652,"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."}}