{"id":"W2035511554","doi":"10.2174/187152509789105462","title":"Anticoagulation in Patients with Heart Failure","year":2009,"lang":"en","type":"review","venue":"Cardiovascular & Hematological Agents in Medicinal Chemistry","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Heart failure; Cardiology; Pulmonary embolism; Atrial fibrillation; Thrombosis; Thromboembolic stroke; Stroke (engine); Internal medicine; Thrombus; Population; Intensive care medicine; Clinical trial; Platelet activation; Deep vein; Etiology; Epidemiology; 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"],"consensus_categories":[],"category_scores_codex":[0.0005844586,0.0005787336,0.004103307,0.0001979821,0.00003877177,0.00002014542,0.0001981559,0.0006805017,0.0001908106],"category_scores_gemma":[0.0003342594,0.0003812889,0.001347752,0.0007746159,0.0001111934,0.00006426911,0.00008262479,0.0007766371,0.00003431571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002812614,"about_ca_system_score_gemma":0.0001060714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003425019,"about_ca_topic_score_gemma":4.480403e-7,"domain_scores_codex":[0.9964771,0.0001591059,0.0009851307,0.0007778439,0.001136135,0.0004646302],"domain_scores_gemma":[0.9987202,0.00009943379,0.0002074935,0.0007080857,0.00007772174,0.0001870734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003367628,0.0003424247,0.4742971,0.06003126,0.002405909,0.001715862,0.00003338524,0.00006374939,5.60867e-7,0.00003443083,0.002392997,0.4583456],"study_design_scores_gemma":[0.003879704,0.0001005101,0.05937485,0.01710556,0.002478239,0.000145427,0.00002182262,0.00000556848,0.000003365316,0.00002087714,0.9163505,0.0005135362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01046289,0.9867223,0.00003437724,0.0001498781,0.00007592336,0.001695518,0.000003690417,0.00006909909,0.0007863052],"genre_scores_gemma":[0.01498442,0.9827203,0.0005938307,0.0001296436,0.0005273032,0.00003290855,0.0007853754,0.0000630854,0.0001631536],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9139575,"threshold_uncertainty_score":0.9998639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07015613498625348,"score_gpt":0.3404530821583731,"score_spread":0.2702969471721196,"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."}}