{"id":"W2135114244","doi":"10.1016/j.thromres.2015.06.023","title":"Adherence to mechanical thromboprophylaxis after surgery: A systematic review and meta-analysis","year":2015,"lang":"en","type":"review","venue":"Thrombosis Research","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Observational study; MEDLINE; Systematic review; Surgery; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01281097,0.001066985,0.03194676,0.00228424,0.0001898405,0.000243869,0.0007758234,0.0004929263,0.003684143],"category_scores_gemma":[0.002012546,0.0006645452,0.005294574,0.006578143,0.0002383079,0.0001289784,0.001368162,0.001241061,0.002355668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005437539,"about_ca_system_score_gemma":0.0007743608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004175059,"about_ca_topic_score_gemma":0.0001077859,"domain_scores_codex":[0.9881964,0.003021443,0.002381886,0.001863443,0.003207173,0.001329682],"domain_scores_gemma":[0.9923447,0.001442533,0.0004812132,0.0031298,0.001293336,0.001308445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000004564387,0.0003633795,5.153436e-7,0.7765396,0.2020769,0.00006114594,0.00005916847,2.995316e-8,1.031674e-7,0.0001029448,0.01725519,0.003536477],"study_design_scores_gemma":[0.00006169794,0.0005422354,0.00001226749,0.07461281,0.8031917,0.00002203706,0.00003293272,7.730247e-7,3.686295e-7,0.00004312629,0.1209516,0.0005283866],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000004037617,0.9832448,0.00001652761,0.000983207,0.00005712198,0.01463709,0.0001706779,0.00009365915,0.0007928715],"genre_scores_gemma":[0.0001687619,0.9816778,0.0002810887,0.00107442,0.00007770182,0.0150215,0.0001159023,0.0001637621,0.001419106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7019268,"threshold_uncertainty_score":0.9995806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.47989588216478,"score_gpt":0.5156730113073049,"score_spread":0.03577712914252495,"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."}}