{"id":"W4391658945","doi":"10.1159/000535706","title":"Multiplex Proteomics in the Identification of Potential Biomarkers of Very Severe Sinusoidal Obstruction Syndrome/Veno-Occlusive Disease in Allogeneic Hematopoietic Cell Transplant Patients Treated with Defibrotide","year":2024,"lang":"en","type":"article","venue":"Acta Haematologica","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; University Health Network; Ottawa Hospital; Princess Margaret Cancer Centre; University of Ottawa","funders":"","keywords":"Defibrotide; Hepatic veno-occlusive disease; Medicine; Multiplex; Disease; Hematopoietic cell; Haematopoiesis; Hematopoietic stem cell transplantation; Internal medicine; Bioinformatics; Stem cell; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004958097,0.0002883611,0.0002999041,0.0007079809,0.0002189733,0.0005344129,0.0001271387,0.0003501032,0.0006782322],"category_scores_gemma":[0.0004071358,0.00013431,0.0001883418,0.0003449898,0.0001488407,0.0001557576,0.0002907468,0.0002198146,0.0001576421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001583139,"about_ca_system_score_gemma":0.00007775468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002399466,"about_ca_topic_score_gemma":0.0004005299,"domain_scores_codex":[0.9998029,0.00003851687,0.00002254593,0.00005758701,0.00004763884,0.00003082881],"domain_scores_gemma":[0.9998395,0.00002744819,0.00006830573,0.000007016386,0.00001777432,0.00003991925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004189444,0.0002346027,0.7773518,0.0001074423,0.0001690687,0.001297858,0.0002475342,0.0003387116,0.1919173,0.0000832154,0.0003174378,0.0237455],"study_design_scores_gemma":[0.00006838793,0.001581776,0.9697203,0.00002384597,0.0001468982,0.003638525,0.0002673676,0.003164105,0.02016143,0.0001027392,0.001110218,0.00001438806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985574,0.0008139497,0.0002979683,0.00002118453,0.000007448515,0.000008343205,0.00007565058,0.000008442293,0.0002095016],"genre_scores_gemma":[0.9989756,0.0001868784,0.0005620494,0.00002340781,0.00001046879,0.000007593084,0.0001014003,0.000001073444,0.0001314853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007079809,"threshold_uncertainty_score":0.002622128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008706641255278988,"score_gpt":0.2220700133917019,"score_spread":0.213363372136423,"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."}}