{"id":"W4224300340","doi":"10.1182/bloodadvances.2022007296","title":"Assessment of systemic and gastrointestinal tissue damage biomarkers for GVHD risk stratification","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute","keywords":"Risk stratification; Internal medicine; Medicine; Risk assessment; Stratification (seeds); Gastroenterology; Biology","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":[0.0002848116,0.0000706216,0.0001838042,0.00006504823,0.0001159048,0.000006150512,0.00003222933,0.00001008782,0.00006276872],"category_scores_gemma":[0.00005692033,0.00006073437,0.00007805103,0.00009809143,0.00004012766,0.00004605603,0.00001849155,0.00007653845,2.604639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002325285,"about_ca_system_score_gemma":0.00005947226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002122225,"about_ca_topic_score_gemma":0.000003696563,"domain_scores_codex":[0.9993144,0.00005844512,0.0001773282,0.0001715507,0.0001926486,0.00008568383],"domain_scores_gemma":[0.9995372,0.00007070371,0.0001341669,0.000156359,0.0000551342,0.00004640396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001415694,0.0002831224,0.8757058,0.0005681161,0.0003685647,0.00001502552,0.0001105887,0.0005536074,0.0784464,0.0005356655,0.0001399592,0.04313161],"study_design_scores_gemma":[0.003467854,0.001700033,0.9721705,0.00009794776,0.0009320484,0.0009929009,0.004453454,0.0006775832,0.006635565,0.0000788097,0.008641375,0.0001519304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811701,0.002758307,0.01415382,0.00006567679,0.0002263263,0.000780485,0.000131628,0.00004213689,0.0006715876],"genre_scores_gemma":[0.9905679,0.000227119,0.008879475,0.00000851076,0.00003828534,0.00007964376,0.00005776805,0.000008857362,0.000132476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09646473,"threshold_uncertainty_score":0.2476676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102024391419124,"score_gpt":0.285413890349614,"score_spread":0.2752114512077016,"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."}}