{"id":"W4386086990","doi":"10.1097/01.hs9.0000973548.20044.8c","title":"P1669: DIRECT ORAL ANTICOAGULANTS VS LOW MOLECULAR WEIGHT HEPARIN IN THE MANAGEMENT OF PATIENTS WITH PRIMARY OR METASTATIC BRAIN TUMOURS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2023,"lang":"en","type":"review","venue":"HemaSphere","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; University of Ottawa","funders":"","keywords":"Medicine; Meta-analysis; Low molecular weight heparin; Randomized controlled trial; Thrombosis; Malignancy; Internal medicine; Brain metastasis; Heparin; Population; Oncology; Intensive care medicine; Cancer; Metastasis","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":[0.001547725,0.0007767026,0.01282867,0.0002313446,0.00004174866,0.00003677807,0.0002976621,0.00007919895,0.0002719738],"category_scores_gemma":[0.00007234957,0.0003195186,0.001763947,0.002247855,0.0000728027,0.00004842796,0.0001335826,0.0002380926,0.00002421461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009943016,"about_ca_system_score_gemma":0.0001115321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004838556,"about_ca_topic_score_gemma":0.00006485983,"domain_scores_codex":[0.9950322,0.001343259,0.001561673,0.0007213206,0.0009537273,0.0003878023],"domain_scores_gemma":[0.9969963,0.0005118536,0.0009726965,0.001309401,0.00008694862,0.0001228433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00003159952,0.0004628655,0.0000212841,0.7530253,0.2434516,0.001420023,0.00002164831,8.904581e-7,1.793633e-9,0.00004241729,0.0001988831,0.001323495],"study_design_scores_gemma":[0.0007624473,0.0002563147,0.000128052,0.1245783,0.8717964,0.00005121379,0.00003962616,0.000003023427,1.327326e-7,0.000005124736,0.00209907,0.0002802136],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003981986,0.9889602,0.00003392212,0.0001980618,0.00001033269,0.01023963,0.00031752,0.00002693783,0.0001735768],"genre_scores_gemma":[0.00010525,0.9930664,0.002176148,0.0006903454,0.000004020644,0.001944291,0.0007969651,0.00009745569,0.001119177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.628447,"threshold_uncertainty_score":0.9999257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06731445474866142,"score_gpt":0.3424315651224318,"score_spread":0.2751171103737703,"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."}}