{"id":"W2999873990","doi":"10.1001/jama.2019.20687","title":"Effect of Osocimab in Preventing Venous Thromboembolism Among Patients Undergoing Knee Arthroplasty","year":2020,"lang":"en","type":"article","venue":"JAMA","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Apixaban; Venography; Pulmonary embolism; Randomized controlled trial; Surgery; Deep vein; Venous thrombosis; Arthroplasty; Incidence (geometry); Anesthesia; Thrombosis; Rivaroxaban; Internal medicine; Atrial fibrillation; Warfarin","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":[0.0002009865,0.000153597,0.0004962782,0.00006368742,0.0000505045,0.00001625821,0.0000480607,0.0001076859,0.0000791789],"category_scores_gemma":[0.0006062955,0.0001390868,0.0001325806,0.000247879,0.00005641199,0.0001560927,0.00005727621,0.0001668348,0.00002099284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000426362,"about_ca_system_score_gemma":0.00006325953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008391995,"about_ca_topic_score_gemma":0.00003018465,"domain_scores_codex":[0.9987969,0.00008981679,0.0003648593,0.0002402063,0.0002608532,0.0002473092],"domain_scores_gemma":[0.9992533,0.0002725451,0.000170191,0.0001432391,0.00005409001,0.000106573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001626057,0.0001723645,0.9358915,0.0004951641,0.0000568763,0.00001371892,0.002090176,0.0000378213,0.0002043711,0.00003412899,0.0002262519,0.06061503],"study_design_scores_gemma":[0.00616254,0.001510552,0.9861597,0.0004929847,0.00008699168,0.00000204705,0.00008490997,0.0009819511,0.004152791,0.00004774108,0.0001956273,0.0001221617],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973899,0.0003930748,0.00002720762,0.0002660247,0.0001727955,0.0004606657,0.000004913384,0.00005449811,0.001230883],"genre_scores_gemma":[0.9993371,0.00002292707,0.00008471274,0.0001994808,0.0002138718,0.00001032469,0.00003280383,0.00002810429,0.00007066655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06049287,"threshold_uncertainty_score":0.5671795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008706688735672012,"score_gpt":0.2435027649063846,"score_spread":0.2347960761707126,"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."}}