{"id":"W3100910979","doi":"10.1016/j.hpb.2020.10.016","title":"Risk of venous thromboembolism in patients with elevated INR undergoing hepatectomy: an analysis of the American college of surgeons national surgical quality improvement program registry","year":2020,"lang":"en","type":"article","venue":"HPB","topic":"Venous Thromboembolism Diagnosis and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; Sunnybrook Hospital","funders":"Novartis Pharmaceuticals Corporation","keywords":"Medicine; Venous thromboembolism; Hepatectomy; General surgery; Surgery; Emergency medicine; Thrombosis","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":[],"consensus_categories":[],"category_scores_codex":[0.0004252451,0.0001505121,0.001154791,0.0001718003,0.00004044787,0.000003970165,0.0001622907,0.00004310903,0.00003036049],"category_scores_gemma":[0.0001818673,0.000104868,0.0001914495,0.001853936,0.0002311997,0.00004381081,0.00008734917,0.0001458012,2.751374e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009930726,"about_ca_system_score_gemma":0.0002340073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003269587,"about_ca_topic_score_gemma":0.001402896,"domain_scores_codex":[0.9978852,0.0001959249,0.0006587567,0.0002918897,0.0007611699,0.0002070723],"domain_scores_gemma":[0.9982008,0.0001358262,0.0008629239,0.0003639835,0.0003395216,0.00009697974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004078631,0.005161126,0.9874454,0.0002002331,0.001837012,0.000005029843,0.0005682221,0.000648508,0.0001924012,0.0005091694,0.00005547438,0.002969586],"study_design_scores_gemma":[0.002047527,0.002053022,0.9917029,0.00007047087,0.00109169,1.726255e-7,0.0005395336,0.001838333,0.0004607593,0.00001420464,0.00007734787,0.0001040903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984207,0.00001332368,0.00002824827,0.0001713189,0.00002145899,0.0008910761,0.0003182553,0.00002247535,0.0001131514],"genre_scores_gemma":[0.9992947,0.00004637545,0.0003887923,0.0001150407,0.00001220093,0.00003573121,0.00008718448,0.00001513785,0.000004846956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004257474,"threshold_uncertainty_score":0.4942659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656400449663075,"score_gpt":0.2906607083852283,"score_spread":0.2740967038885976,"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."}}