{"id":"W4283066026","doi":"10.1093/icvts/ivac165","title":"Are sequential compression devices routinely necessary following enhanced recovery after thoracic surgery?","year":2022,"lang":"en","type":"article","venue":"Interactive Cardiovascular and Thoracic Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Deep vein; Pulmonary embolism; Thrombosis; Perioperative; Incidence (geometry); Cardiothoracic surgery; Surgery; Anesthesia","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"],"consensus_categories":[],"category_scores_codex":[0.003195615,0.0007014869,0.002420793,0.000920636,0.0005239645,0.0001646353,0.0001763948,0.0002116172,0.0004815929],"category_scores_gemma":[0.0008011271,0.0006854986,0.004678639,0.0008838807,0.0001166623,0.0011298,0.0005739485,0.001143114,0.00004132291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003988248,"about_ca_system_score_gemma":0.0002758465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001047781,"about_ca_topic_score_gemma":0.000009502059,"domain_scores_codex":[0.993407,0.001908804,0.00103827,0.001367161,0.001411433,0.0008673864],"domain_scores_gemma":[0.9948676,0.002771877,0.0006391002,0.001087029,0.0002656914,0.0003687673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02293008,0.001010422,0.319642,0.001935062,0.02196926,0.0198427,0.001027271,0.001109342,0.0107031,0.000001071926,0.00512922,0.5947005],"study_design_scores_gemma":[0.002009575,0.0005037523,0.5782677,0.01437786,0.0117516,0.008182145,0.01047147,0.0008312173,0.2747497,0.0003425949,0.09133069,0.007181708],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635061,0.02575634,0.003370871,0.0001661008,0.005293587,0.0005981113,0.00009308082,0.000258892,0.0009569176],"genre_scores_gemma":[0.9960982,0.0006087849,0.0001321028,0.001120713,0.0006157592,0.0006427675,0.0002081272,0.0001557684,0.0004177849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875188,"threshold_uncertainty_score":0.9995596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0294239578725538,"score_gpt":0.3018011570536828,"score_spread":0.272377199181129,"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."}}