{"id":"W4391530128","doi":"10.21203/rs.3.rs-3914695/v1","title":"Gastrointestinal Involvement Refines Prognosis in Minnesota Standard Risk Acute Graft-vs-Host Disease","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Host (biology); Disease; Medicine; Internal medicine; 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":[0.0003612854,0.0002793049,0.0002055495,0.0006653465,0.0003269326,0.0006538159,0.0002563088,0.0002632602,0.002736203],"category_scores_gemma":[0.002113251,0.0001232376,0.0001958223,0.0005999537,0.0002370971,0.0003347809,0.0005416,0.0003655555,0.0003308191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236238,"about_ca_system_score_gemma":0.0004642352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01254359,"about_ca_topic_score_gemma":0.02964043,"domain_scores_codex":[0.9998202,0.0000476687,0.00001729618,0.00004094005,0.00002931965,0.00004468373],"domain_scores_gemma":[0.9990552,0.0001315551,0.000296488,0.00008271895,0.0001215544,0.0003124497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009173004,0.00001165347,0.9979697,0.000002743486,0.000010992,0.00006795496,0.0000253315,0.00006109052,0.0001605621,0.00001637268,0.0001712204,0.001410657],"study_design_scores_gemma":[0.000002389435,0.00003558505,0.9990694,0.000004717925,0.00001818947,0.0001303763,0.0001126076,0.0003516517,0.00005724066,0.00005636204,0.0001596204,0.000001923981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979418,0.0001099465,0.000142713,0.0001438186,0.00001430016,0.00000384047,0.0003336076,0.000006433933,0.001303568],"genre_scores_gemma":[0.9992542,0.00006054981,0.00009820006,0.00002088012,0.00001307585,0.000001303005,0.0002464367,0.000003201698,0.0003022321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01254359,"threshold_uncertainty_score":0.02494115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0540658750634866,"score_gpt":0.3865733116972668,"score_spread":0.3325074366337802,"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."}}