{"id":"W3101364852","doi":"10.1182/blood.2020009342","title":"A validated pediatric disease risk index for allogeneic hematopoietic cell transplantation","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Transplantation; Medicine; Minimal residual disease; Hematopoietic stem cell transplantation; Internal medicine; Disease; Leukemia; Myeloid leukemia; Oncology; Gastroenterology","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":[0.0001069242,0.0001462399,0.0002134242,0.00007995284,0.0000669652,0.00001837651,0.0001183662,0.00008220394,0.00007774308],"category_scores_gemma":[0.0002160128,0.0001282124,0.0001220018,0.0003147931,0.00002619956,0.00004457245,0.00002181883,0.0001460783,0.00009762157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004176353,"about_ca_system_score_gemma":0.0005163295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185482,"about_ca_topic_score_gemma":8.093566e-7,"domain_scores_codex":[0.9987227,0.00004767774,0.0002319332,0.0003386313,0.0003533644,0.0003056479],"domain_scores_gemma":[0.9989337,0.0001685909,0.00007068033,0.0001961546,0.00009348978,0.0005373886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006341055,0.002813163,0.9425014,0.009515757,0.0004258665,0.001813916,0.002791227,0.0002792476,0.02519718,0.00007131667,0.007515078,0.0007347889],"study_design_scores_gemma":[0.2055958,0.005088528,0.5316523,0.0002423753,0.02727975,0.0004397185,0.0005218561,0.02945376,0.1927833,0.001025378,0.003783698,0.002133601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785573,0.0004534227,0.01846608,0.0009772616,0.00003463118,0.0009881239,0.0002215208,0.0001221145,0.0001795337],"genre_scores_gemma":[0.9970686,0.0004412332,0.001135321,0.0004824338,0.0004065035,0.0001074771,0.0002035288,0.00004324234,0.0001116349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4108491,"threshold_uncertainty_score":0.5228348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01619105300108415,"score_gpt":0.2584309863950892,"score_spread":0.2422399333940051,"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."}}