{"id":"W3191391516","doi":"10.1002/ajh.26310","title":"Diagnostic work‐up for severe aplastic anemia in children: Consensus of the <scp>North American Pediatric Aplastic Anemia Consortium</scp>","year":2021,"lang":"en","type":"article","venue":"American Journal of Hematology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Medicine; Aplastic anemia; Hematologist; Bone marrow failure; Anemia; Pediatrics; Bone marrow; Myelodysplastic syndromes; Intensive care medicine; Internal medicine; Haematopoiesis; Disease; Stem cell","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":[0.0002875123,0.0003124184,0.001490309,0.0003444079,0.00006469627,0.00001067706,0.0002561024,0.00008898841,0.00002615687],"category_scores_gemma":[0.004670469,0.0002448187,0.0002936097,0.001639731,0.0008923835,0.00003536529,0.00004065348,0.0005899531,0.000009229798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008898553,"about_ca_system_score_gemma":0.001009563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003576932,"about_ca_topic_score_gemma":0.00007604087,"domain_scores_codex":[0.9968752,0.0003612775,0.001414593,0.0003450931,0.0004385044,0.0005653774],"domain_scores_gemma":[0.9870332,0.01020425,0.001661895,0.0003757151,0.0004627609,0.0002621813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00018187,0.000217158,0.9955788,0.0003876399,0.0001398798,0.0005317715,0.0005649263,0.0002861124,0.0001641125,0.00008102469,0.00121015,0.0006565068],"study_design_scores_gemma":[0.003633881,0.001145002,0.9464412,0.0003381721,0.001113937,0.04329233,0.00174352,0.00003223427,0.002034738,0.00004740827,0.00004827246,0.0001292514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968882,0.0008139648,0.0007454613,0.0005027198,0.0004041377,0.000512185,0.00004700694,0.00001572484,0.00007065979],"genre_scores_gemma":[0.9968109,0.0003559431,0.002251381,0.0003121907,0.0001373352,0.00002011646,0.00001888657,0.00004806786,0.00004514963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04913759,"threshold_uncertainty_score":0.9983416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00793597049063087,"score_gpt":0.2432685405185765,"score_spread":0.2353325700279457,"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."}}