{"id":"W4213379695","doi":"10.1093/jcag/gwab049.060","title":"A61 PRE-ALLOGENIC STEM CELL TRANSPLANT CLINICAL FACTORS AND THEIR ASSOCIATION WITH CHRONIC GRAFT VERSUS HOST DISEASE - A RISK FACTOR ANALYSIS FOR CHRONIC GVHD PREDICTION","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Graft-versus-host disease; Stem cell; Internal medicine; Disease; Logistic regression; Risk factor; Gastroenterology; Surgery","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":[0.001162676,0.0003730964,0.0005220011,0.0020706,0.0004158246,0.0009018398,0.0004128867,0.0004318824,0.003984667],"category_scores_gemma":[0.003526272,0.0002222478,0.001148985,0.001665158,0.0003599013,0.0004607666,0.0004135137,0.0006201941,0.0004262461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816015,"about_ca_system_score_gemma":0.0005661759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001827669,"about_ca_topic_score_gemma":0.001441137,"domain_scores_codex":[0.9992276,0.0002382207,0.0001478938,0.0001367917,0.0001364182,0.0001129519],"domain_scores_gemma":[0.9966027,0.001232912,0.001165358,0.0001482669,0.0003054056,0.0005453783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009377744,0.00001821662,0.9991959,0.000005900657,0.00002726966,0.00003670798,0.000009547006,0.00003862492,0.00007745117,0.000007231504,0.00003480387,0.000454739],"study_design_scores_gemma":[0.0000156154,0.0002978765,0.997203,0.00001253396,0.00007860482,0.0004700995,0.0001547798,0.001362737,0.0001453445,0.00003893727,0.0002147571,0.000005700373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986535,0.000319992,0.0002654725,0.00004163499,0.00001571239,0.00002115511,0.0002938037,0.000007341027,0.0003813288],"genre_scores_gemma":[0.9993969,0.00005251009,0.0002018046,0.00001046194,0.00001509574,0.00001616417,0.0002029137,0.000001587692,0.0001024943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003984667,"threshold_uncertainty_score":0.01333004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0139359185632924,"score_gpt":0.2411148488207733,"score_spread":0.2271789302574809,"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."}}