{"id":"W2074105102","doi":"10.1182/blood-2010-01-263012","title":"Validation of a predictive model for identifying an increased risk for thromboembolism in children with acute lymphoblastic leukemia: results of a multicenter cohort study","year":2010,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Medicine; Asparaginase; Internal medicine; Hazard ratio; Low molecular weight heparin; Thrombosis; Confidence interval; Risk assessment; Multivariate analysis; Concomitant; Leukemia; Pediatrics; Lymphoblastic Leukemia","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":[0.02257472,0.001336082,0.0007725025,0.0007526202,0.0004518513,0.001172116,0.001306211,0.000613336,0.0007266063],"category_scores_gemma":[0.02983367,0.0004406846,0.001564717,0.0004945821,0.0005063125,0.0004677911,0.0009032699,0.001251735,0.0002238607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007437001,"about_ca_system_score_gemma":0.001337572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008554948,"about_ca_topic_score_gemma":0.004148849,"domain_scores_codex":[0.9962491,0.002703282,0.0001658931,0.0004199434,0.0002940244,0.0001677215],"domain_scores_gemma":[0.9818051,0.01320041,0.001356173,0.001926755,0.001250757,0.0004607835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170317,0.000363274,0.9715968,0.0000197897,0.000840595,0.00009992771,0.0001294893,0.01604384,0.0003613171,0.00009077616,0.0004074007,0.008343717],"study_design_scores_gemma":[0.0005738208,0.001925439,0.4203975,0.00006192367,0.00130427,0.0004996942,0.0002958427,0.5721933,0.001444781,0.0005009711,0.0007507575,0.00005167639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953834,0.00008501955,0.003916059,0.00007545645,0.00001274219,0.00006424661,0.0003016037,0.00003693826,0.000124539],"genre_scores_gemma":[0.995294,0.00005557063,0.003714452,0.00001852253,0.00000971092,0.00004581603,0.0007596699,0.00001222538,0.00008989817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02257472,"threshold_uncertainty_score":0.119388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01326177202678855,"score_gpt":0.278920298686419,"score_spread":0.2656585266596304,"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."}}