{"id":"W2405216291","doi":"10.1182/blood.v122.21.1688.1688","title":"Implementing a Computerized Care Process Management System To Determine The Feasibility Of Utilizing, and Concomitantly Validating, a Prediction Tool For The Risk Of Venous Thromboembolism In Cancer Patients","year":2013,"lang":"en","type":"article","venue":"Blood","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cancer; Risk assessment; Internal medicine; Ambulatory; Intensive care medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01215108,0.0004515327,0.0004976777,0.001183864,0.0006505446,0.001444814,0.0009703804,0.0006797865,0.001706017],"category_scores_gemma":[0.03953625,0.0003583019,0.0005231797,0.00108289,0.0004451592,0.001076861,0.0008569656,0.0007599522,0.0002715251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002787908,"about_ca_system_score_gemma":0.005224067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009788542,"about_ca_topic_score_gemma":0.005691803,"domain_scores_codex":[0.9931554,0.003458884,0.0006742805,0.0008685844,0.001557146,0.0002857063],"domain_scores_gemma":[0.9685559,0.01957087,0.003382509,0.002176967,0.004918729,0.001394986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004041306,0.008988331,0.6823976,0.0002346101,0.000284293,0.0002643698,0.001110972,0.02223733,0.004839274,0.001118067,0.00431715,0.2701667],"study_design_scores_gemma":[0.00298237,0.01817803,0.3154083,0.0002088304,0.0006138659,0.0003788352,0.001097049,0.6407877,0.01427271,0.001193994,0.004718493,0.0001598262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748342,0.00007472416,0.01921662,0.000659551,0.00006218183,0.002099786,0.0004049685,0.001190114,0.001457877],"genre_scores_gemma":[0.9719878,0.00003301752,0.02667677,0.0001545445,0.0000165205,0.0006169513,0.0003119052,0.00001013148,0.0001922762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01215108,"threshold_uncertainty_score":0.06426179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02332513325475249,"score_gpt":0.2978880350221509,"score_spread":0.2745629017673984,"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."}}