{"id":"W2911926938","doi":"10.1182/blood-2018-99-119472","title":"Comprehensive Analysis of Systemic Immunosuppression (SIS) Duration after Allogeneic Hematopoietic Stem Cell Transplant: Risk Score Model Provides Stratification of Patients According to Probability of SIS Discontinuation","year":2018,"lang":"en","type":"article","venue":"Blood","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Discontinuation; Cumulative incidence; Internal medicine; Hazard ratio; Immunosuppression; Transplantation; Hematopoietic stem cell transplantation; Univariate analysis; Retrospective cohort study; Proportional hazards model; Multivariate analysis; Graft-versus-host disease; Confidence interval; Oncology","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":[0.002824867,0.0006312756,0.0009421572,0.001449888,0.0002660448,0.0009565869,0.00060586,0.0004345868,0.002021296],"category_scores_gemma":[0.007066722,0.0002280165,0.002361275,0.0009854847,0.0001960686,0.0003883522,0.0006006598,0.000704504,0.0002415235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739198,"about_ca_system_score_gemma":0.0006830572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622431,"about_ca_topic_score_gemma":0.001831118,"domain_scores_codex":[0.9991142,0.0003562541,0.00008951184,0.0001929372,0.0001504844,0.0000966027],"domain_scores_gemma":[0.9942102,0.003385875,0.001295797,0.0002799047,0.0003539147,0.0004743751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006172316,0.00006131235,0.9845945,0.0000324079,0.0005114686,0.0001231582,0.00003757948,0.00633331,0.0001566814,0.0001117316,0.0002833216,0.007137345],"study_design_scores_gemma":[0.00006939373,0.001299507,0.7511035,0.00006871897,0.001156711,0.0007932638,0.0001799722,0.2433843,0.0003483699,0.0008439938,0.0007114027,0.00004089547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933805,0.0005791107,0.004928424,0.0001205801,0.0000181738,0.00003257897,0.0005103073,0.00003831836,0.0003921023],"genre_scores_gemma":[0.9984496,0.00009807356,0.000713854,0.00001008419,0.00001236764,0.00001355895,0.0005654239,0.000004739799,0.0001323709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002824867,"threshold_uncertainty_score":0.01493955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01917492965388984,"score_gpt":0.2487286230412262,"score_spread":0.2295536933873364,"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."}}