{"id":"W4407364612","doi":"10.1186/s42466-024-00358-9","title":"Association of oral anticoagulants with risk of brain haemorrhage expansion compared to no-anticoagulation","year":2025,"lang":"en","type":"article","venue":"Neurological Research and Practice","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital","funders":"Daiichi Sankyo Europe; Bayer Vital; Universitätsklinikum Heidelberg; Center for Stroke Research Berlin; Medizinischen Hochschule Hannover; Boehringer Ingelheim","keywords":"Medicine; Atrial fibrillation; Vitamin K antagonist; Prospective cohort study; Intracerebral hemorrhage; Internal medicine; Clinical endpoint; Anesthesia; Surgery; Warfarin; Randomized controlled trial; Glasgow Coma Scale","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00438337,0.0001101765,0.0004312782,0.0003003604,0.0001517286,0.0000314497,0.0001165918,0.0001598979,0.00009227503],"category_scores_gemma":[0.03688874,0.00007390607,0.00003996427,0.0008493661,0.0001721957,0.0001648402,0.0001456922,0.0008359627,0.00002528045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003366081,"about_ca_system_score_gemma":0.0001587782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002963523,"about_ca_topic_score_gemma":0.00002611055,"domain_scores_codex":[0.9965369,0.001301552,0.0003226993,0.0003330417,0.001090007,0.0004158185],"domain_scores_gemma":[0.9909903,0.006774514,0.0001435155,0.0002644296,0.001645102,0.0001821116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05465126,0.00223253,0.7137375,0.0008530108,0.000320645,0.0003779999,0.0003084183,0.00007725748,0.1439444,0.001354517,0.009947206,0.07219525],"study_design_scores_gemma":[0.004213451,0.01254151,0.9133984,0.0001827418,0.0002497286,0.00009575576,0.0003083233,0.04522387,0.01821788,0.0008439667,0.004538396,0.0001859232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702523,0.00007830105,0.0006881854,0.02289198,0.00003122818,0.000721231,0.00001434399,0.00001888225,0.005303549],"genre_scores_gemma":[0.9914078,0.000157815,0.006019764,0.0006214001,0.0000281983,0.00001438315,0.00001120638,0.000007550885,0.001731872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.199661,"threshold_uncertainty_score":0.971224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07099629045685167,"score_gpt":0.4125652210294975,"score_spread":0.3415689305726458,"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."}}