{"id":"W4405675563","doi":"10.1101/2024.12.18.24319293","title":"Intracerebral Hemorrhage Outcomes after Reversal of Subtherapeutic Warfarin: Analysis of Data from GWTG-Stroke","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Warfarin; Stroke (engine); Intracerebral hemorrhage; Medicine; Brain hemorrhage; Internal medicine; Cardiology; Atrial fibrillation; Subarachnoid hemorrhage","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00182761,0.0004406178,0.0007821867,0.001781623,0.000313652,0.0008862177,0.0006052104,0.0004040281,0.0010137],"category_scores_gemma":[0.005640665,0.0002709187,0.001504167,0.003457953,0.0003024637,0.000593767,0.0008884015,0.0006302834,0.0002852663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000537347,"about_ca_system_score_gemma":0.000978738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344327,"about_ca_topic_score_gemma":0.0144921,"domain_scores_codex":[0.997264,0.0006749501,0.0006528186,0.0005606018,0.0005741203,0.0002735213],"domain_scores_gemma":[0.9937527,0.0008442027,0.003568787,0.0007615841,0.0005330338,0.0005396962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003509967,0.00003136439,0.9982966,0.00003175986,0.0003765713,0.00004858427,0.00004226484,0.00004045474,0.00005812126,0.00001365541,0.0002264885,0.0004832494],"study_design_scores_gemma":[0.00003354578,0.00007851152,0.9992561,0.00001285266,0.0001411878,0.00008830158,0.00008416087,0.0001086443,0.00003748918,0.00001709832,0.0001374622,0.000004493811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952582,0.0002005341,0.0000755077,0.00002940187,0.000007102468,0.00001952381,0.004204625,0.000004012768,0.000201166],"genre_scores_gemma":[0.9910217,0.0001504045,0.00009871503,0.00003273326,0.00001509842,0.00004236709,0.008520516,0.000005265421,0.0001132388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344327,"threshold_uncertainty_score":0.02673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04477426644023278,"score_gpt":0.3202582599863338,"score_spread":0.275483993546101,"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."}}