{"id":"W4403637283","doi":"10.1136/bmjopen-2024-090224","title":"Anticoagulation Therapy Timing in patients with Atrial Fibrillation after Acute and Chronic Subdural Haematoma (ATTAACH): a pilot randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Sunnybrook Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Atrial fibrillation; Stroke (engine); Dosing; Clinical trial; Intensive care medicine; Clinical endpoint; Emergency medicine; Physical therapy; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002503247,0.0001247485,0.0004391463,0.00008301595,0.00005159941,0.0001716772,0.00005738723,0.0000388033,0.00008068012],"category_scores_gemma":[0.00004548757,0.00008054062,0.00008163949,0.000163467,0.00002867728,0.0002077857,0.00004441846,0.00008476363,0.000008752118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004331931,"about_ca_system_score_gemma":0.0001470318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001429801,"about_ca_topic_score_gemma":0.00001269035,"domain_scores_codex":[0.9989521,0.00008001007,0.0003569129,0.0002673746,0.0002061762,0.0001374091],"domain_scores_gemma":[0.9994938,0.0001554745,0.00007721231,0.0001686057,0.00004659187,0.00005826293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.983295,0.00005986616,0.01369137,0.00004787797,0.0001388657,0.00002408439,0.00008178009,0.00002672105,0.0001757431,0.00008662026,0.00005934202,0.002312727],"study_design_scores_gemma":[0.8751814,0.002553097,0.112959,0.0002931923,0.0001490934,0.00002337779,0.000002744443,0.008371091,0.00003528568,0.0000775954,0.0002179596,0.0001361522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720498,0.0002426694,0.0000602139,0.0009719138,0.0001109785,0.02630484,0.000003600844,0.00003317623,0.0002227771],"genre_scores_gemma":[0.9984674,0.00002051538,0.00006714312,0.0001061411,0.0003116521,0.0007860126,0.00003596525,0.00002079753,0.0001843989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081136,"threshold_uncertainty_score":0.3284351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0480362455580382,"score_gpt":0.3667569986083701,"score_spread":0.3187207530503319,"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."}}