{"id":"W3048666609","doi":"10.1002/pbc.28652","title":"Diagnosis and treatment of pediatric myelodysplastic syndromes: A survey of the North American Pediatric Aplastic Anemia Consortium","year":2020,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Myelodysplastic syndromes; Hematopoietic stem cell transplantation; Pediatrics; Aplastic anemia; Disease; Intensive care medicine; Bone marrow; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005488835,0.0001574471,0.0003330393,0.00232147,0.000470585,0.0007066116,0.0006286683,0.0004908036,0.00112418],"category_scores_gemma":[0.01636564,0.0001762413,0.000396867,0.004218522,0.0005238703,0.0008314156,0.001260357,0.0005663194,0.0001565659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001328547,"about_ca_system_score_gemma":0.004157685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790465,"about_ca_topic_score_gemma":0.01893885,"domain_scores_codex":[0.9934967,0.001896603,0.001422927,0.0006001947,0.002224345,0.0003591854],"domain_scores_gemma":[0.9781182,0.004689362,0.01018347,0.0004927965,0.004810941,0.001705264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003846869,0.00003301551,0.9587024,0.0004322275,0.00007813693,0.0001351982,0.001086518,0.0001134903,0.0001627554,0.0001755261,0.006611719,0.03243062],"study_design_scores_gemma":[0.00000729367,0.00004572014,0.9871862,0.0006544236,0.0000298332,0.0005740454,0.002402232,0.0001017639,0.00006506172,0.00004551663,0.008878144,0.000009777896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9409035,0.0311056,0.0007172922,0.01129972,0.0001315465,0.0002772958,0.007253838,0.00005367976,0.008257495],"genre_scores_gemma":[0.9609103,0.0280039,0.001387563,0.003567581,0.0001066432,0.0003728956,0.00527888,0.0000168502,0.0003554816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790465,"threshold_uncertainty_score":0.03560084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04057372780123263,"score_gpt":0.2929985931789362,"score_spread":0.2524248653777036,"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."}}