{"id":"W3204209359","doi":"10.1182/bloodadvances.2020003576","title":"Cost-effectiveness of diagnostic strategies for venous thromboembolism: a systematic review","year":2021,"lang":"en","type":"review","venue":"Blood Advances","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Guideline; Pulmonary embolism; Cost effectiveness; MEDLINE; Appropriate Use Criteria; Intensive care medicine; Radiology; Surgery; Internal medicine; Pathology; Risk analysis (engineering)","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":[0.01906987,0.00168515,0.01104385,0.01337611,0.0005811188,0.003910334,0.001966396,0.002518163,0.004081426],"category_scores_gemma":[0.1052225,0.001244021,0.01225193,0.01177219,0.0009733699,0.003071516,0.00131849,0.002036918,0.0002798911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00832319,"about_ca_system_score_gemma":0.01293604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009988058,"about_ca_topic_score_gemma":0.02311405,"domain_scores_codex":[0.9776317,0.01010481,0.00671039,0.000971931,0.004154454,0.0004267438],"domain_scores_gemma":[0.9119862,0.07087992,0.01011358,0.0008296046,0.005687579,0.0005030659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004074392,0.00002932828,0.001505893,0.8981193,0.03486666,0.0001016124,0.0001033525,0.0003637959,0.00008657876,0.0006793141,0.00332721,0.06040941],"study_design_scores_gemma":[0.000939279,0.0002316365,0.005022972,0.8273958,0.148905,0.0002635541,0.0001741064,0.0004050436,0.0001563898,0.001325478,0.01512888,0.00005178164],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001235321,0.9951395,0.0003621141,0.001336651,0.0001999041,0.0005791423,0.0006374557,0.00001241718,0.0004974572],"genre_scores_gemma":[0.03483966,0.9590115,0.002362831,0.001776351,0.0001649625,0.001295737,0.0004059838,0.00001247285,0.0001305227],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01906987,"threshold_uncertainty_score":0.1008523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179990306651876,"score_gpt":0.4011092335468281,"score_spread":0.3293093304803093,"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."}}