{"id":"W4306871090","doi":"10.1093/eurheartj/ehac464","title":"Factor XI inhibitors: cardiovascular perspectives","year":2022,"lang":"en","type":"review","venue":"European Heart Journal","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Medicine; Intensive care medicine; Clinical trial; Thrombosis; Risk factor; Atrial fibrillation; Disease; Discovery and development of direct thrombin inhibitors; Internal medicine; Thrombin; Platelet","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001268022,0.0005420642,0.00210576,0.0004376194,0.0005332015,0.0001636377,0.0002580586,0.0001024385,0.004151021],"category_scores_gemma":[0.0002977559,0.0004328775,0.004062699,0.0004041377,0.00008897638,0.0001417729,0.0001825185,0.001649178,0.000500317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003957856,"about_ca_system_score_gemma":0.0005575635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007092676,"about_ca_topic_score_gemma":2.472956e-7,"domain_scores_codex":[0.9958957,0.001273366,0.0008417255,0.0005509565,0.0009503,0.0004879148],"domain_scores_gemma":[0.9982541,0.0001566998,0.0003521565,0.0006580256,0.0001063439,0.0004727234],"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":[0.00001291781,0.0001241213,0.0002005549,0.001943074,0.001843038,0.001396966,0.001103344,0.000002155024,6.532216e-7,0.00002133325,0.0221798,0.971172],"study_design_scores_gemma":[0.0004812145,0.0002158527,0.0009410679,0.004335281,0.001520168,0.01050499,0.0003121364,8.473077e-7,6.314509e-7,0.000003433684,0.9812879,0.0003964575],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006773017,0.9913404,0.00001835982,0.0001244656,0.001310105,0.0004887977,0.00002977187,0.0001122179,0.00650816],"genre_scores_gemma":[0.0001560944,0.9890529,0.0001753055,0.0001078604,0.00730662,0.000007381097,0.00005017798,0.0002323771,0.002911285],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9707756,"threshold_uncertainty_score":0.9998123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.125024095007511,"score_gpt":0.348651675980609,"score_spread":0.223627580973098,"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."}}