{"id":"W4406993094","doi":"10.1161/str.56.suppl_1.44","title":"Abstract 44: Minimally Invasive Surgery is Associated with Improved Outcomes Compared to Open Craniotomy with Clot Evacuation after Spontaneous Intracerebral Hemorrhage in the AHA Get With The Guidelines Registry","year":2025,"lang":"en","type":"article","venue":"Stroke","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Craniotomy; Intracerebral hemorrhage; Surgery; Spontaneous intracerebral hemorrhage; Open surgery; Stroke (engine); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003822247,0.0002663144,0.0004847515,0.00009088423,0.0001519815,0.0001941331,0.0004560725,0.00006858579,0.00009942706],"category_scores_gemma":[0.0003379766,0.0001239675,0.00007486496,0.0004573945,0.0001063686,0.0001020588,0.0000892794,0.0003486722,0.000007555365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008328696,"about_ca_system_score_gemma":0.000498863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003420565,"about_ca_topic_score_gemma":0.004923336,"domain_scores_codex":[0.9984068,0.00007541281,0.0004300318,0.0003888349,0.0003800729,0.0003188963],"domain_scores_gemma":[0.9979541,0.0007640096,0.000205059,0.0006415434,0.0003482187,0.00008703458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03543877,0.002682474,0.8193709,0.0005915616,0.001725575,0.007394679,0.005130981,0.0004269946,0.01140389,0.000271966,0.1104143,0.005147893],"study_design_scores_gemma":[0.002569831,0.0003943233,0.9917923,0.0003701744,0.0002232195,0.0004052264,0.001633914,0.0001800693,0.0004598938,0.00004052881,0.001675969,0.0002545107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94368,0.00004208328,0.00006273929,0.05258545,0.00002770473,0.001821523,0.00008317566,0.00003824381,0.001659052],"genre_scores_gemma":[0.9781611,0.000004059772,0.0004432144,0.0180777,0.00004125718,0.0004940354,0.00005530218,0.00002536559,0.002697994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1724215,"threshold_uncertainty_score":0.5055249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826929820743444,"score_gpt":0.3036576960989074,"score_spread":0.2753883978914729,"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."}}