{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002109111,0.0004411631,0.0004639741,0.0009089313,0.0001544483,0.0004524536,0.0003760268,0.0002599083,0.001042793],"category_scores_gemma":[0.005315708,0.0001200163,0.0005231141,0.0009579084,0.0001432343,0.0002646983,0.0004615099,0.0006680004,0.0003689194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006330801,"about_ca_system_score_gemma":0.0007842701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770016,"about_ca_topic_score_gemma":0.003283333,"domain_scores_codex":[0.9990537,0.0003149253,0.0001159753,0.0001799986,0.0002605306,0.00007480646],"domain_scores_gemma":[0.9979182,0.0004949736,0.0009376468,0.0001604024,0.0003369699,0.000151792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001944966,0.00004350876,0.9855401,0.0000199412,0.00006689631,0.00006420924,0.00003266767,0.00214596,0.0008839159,0.0001649017,0.0009179114,0.009925467],"study_design_scores_gemma":[0.00005812507,0.0003902096,0.9799693,0.00001689614,0.00007247378,0.0005898298,0.00003300318,0.01279082,0.001458784,0.0001984514,0.004406015,0.00001603709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763588,0.000662696,0.01179782,0.0001092201,0.00004789067,0.0002909583,0.007683058,0.0001679801,0.002881716],"genre_scores_gemma":[0.9679339,0.0002747155,0.0169586,0.00009453781,0.00003507228,0.0004112374,0.01340229,0.00003530007,0.0008542844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002770016,"threshold_uncertainty_score":0.01115417,"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."}}