{"id":"W2420557814","doi":"10.1111/bju.13496","title":"Guideline of guidelines: thromboprophylaxis for urological surgery","year":2016,"lang":"en","type":"review","venue":"British Journal of Urology","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Sigrid Juséliuksen Säätiö; Jane ja Aatos Erkon Säätiö; Academy of Finland; Canadian Urological Association","keywords":"Guideline; Medicine; Venous thromboembolism; Intensive care medicine; Risk assessment; MEDLINE; Surgery; Thrombosis","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.00251088,0.0003798115,0.006384977,0.0004879363,0.00005298966,0.00001781541,0.0003796093,0.0006041192,0.0005907403],"category_scores_gemma":[0.003633797,0.000279086,0.002424191,0.0002018004,0.0002197931,0.00006319787,0.0001265622,0.0004514095,0.00001754749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006887558,"about_ca_system_score_gemma":0.0007492476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002068762,"about_ca_topic_score_gemma":0.000003956312,"domain_scores_codex":[0.9942516,0.000244126,0.00422903,0.0003811643,0.0004139934,0.0004800866],"domain_scores_gemma":[0.9938574,0.001052978,0.002847667,0.0003486753,0.001676738,0.0002165415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005710637,0.0003537058,0.000006668124,0.004187088,0.0008488533,0.0006297437,0.00000240758,8.525831e-7,0.000001235215,0.00008512484,0.2188264,0.7750008],"study_design_scores_gemma":[0.0007963433,0.001858666,0.00008520963,0.009463468,0.002931438,0.01148513,0.000003990447,0.000001630132,7.505769e-7,0.0004055464,0.972754,0.0002137958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004683213,0.9939166,0.00222252,0.001331022,0.001244943,0.0008856718,0.0001316562,0.00001598779,0.0002047394],"genre_scores_gemma":[0.00008440108,0.9933527,0.002943669,0.001329678,0.001986823,0.00004614321,0.0000557216,0.00008185544,0.0001190715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.774787,"threshold_uncertainty_score":0.9999661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09354292100509955,"score_gpt":0.3792114024827249,"score_spread":0.2856684814776254,"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."}}