{"id":"W2077541544","doi":"10.1097/tp.0b013e3182708e7c","title":"Multiple Single-Nucleotide Polymorphism–Based Risk Model for Clinical Outcomes After Allogeneic Stem-Cell Transplantation, Especially for Acute Graft-Versus-Host Disease","year":2012,"lang":"en","type":"article","venue":"Transplantation","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Single-nucleotide polymorphism; Medicine; Transplantation; SNP; Internal medicine; Graft-versus-host disease; Oncology; Hematology; Univariate analysis; Disease; Immunology; Multivariate analysis; Gastroenterology; Genotype; Gene; Biology; Genetics","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":[0.004969269,0.001611393,0.001544931,0.001587982,0.0004618563,0.001256631,0.001704092,0.001067739,0.002739072],"category_scores_gemma":[0.004615834,0.000513389,0.003266667,0.0006014471,0.0003814979,0.0004651042,0.000745583,0.001588724,0.0005092024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716935,"about_ca_system_score_gemma":0.001303695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006722266,"about_ca_topic_score_gemma":0.004498318,"domain_scores_codex":[0.9985712,0.000733004,0.00007233227,0.0003605127,0.0001062051,0.0001567601],"domain_scores_gemma":[0.996126,0.002827529,0.0004533418,0.000148913,0.0002381592,0.0002059866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001780158,0.0007157493,0.3377361,0.0001136961,0.00309629,0.0007750248,0.0001510201,0.624696,0.00175091,0.002122603,0.00189847,0.02516395],"study_design_scores_gemma":[0.00006231344,0.0001610353,0.01395507,0.00001488194,0.0002934432,0.0001462261,0.00002345041,0.9831913,0.0001527937,0.001747232,0.000234734,0.00001748109],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.892067,0.001158731,0.1021466,0.001263067,0.0001851904,0.0001520029,0.00174821,0.0004436453,0.0008354899],"genre_scores_gemma":[0.9837185,0.0001974283,0.01248974,0.0001071646,0.00008839446,0.0001711731,0.001672996,0.00003738862,0.001517239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006722266,"threshold_uncertainty_score":0.02628034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614302961770807,"score_gpt":0.3339469615736751,"score_spread":0.2725166653965944,"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."}}