{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001716176,0.0002564012,0.0005539976,0.0007694575,0.0003190147,0.000899368,0.0004033422,0.000393081,0.002609192],"category_scores_gemma":[0.009596495,0.0001849868,0.001334848,0.001529421,0.0002760716,0.0006148146,0.0006896757,0.0005565879,0.0002543341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002964787,"about_ca_system_score_gemma":0.0006628961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003945167,"about_ca_topic_score_gemma":0.00569713,"domain_scores_codex":[0.998054,0.0004977196,0.0003682262,0.0005026007,0.0003824757,0.0001949519],"domain_scores_gemma":[0.9913965,0.001099599,0.005679726,0.0007691535,0.0004742587,0.0005808816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009100238,0.00003272769,0.9955076,0.0000324252,0.000512457,0.00006589679,0.00003871247,0.00008842969,0.0001021923,0.00004818488,0.0008695935,0.001791669],"study_design_scores_gemma":[0.00004843947,0.0001687907,0.99867,0.00001444795,0.0002085074,0.000181182,0.00006030977,0.0002754036,0.00005499847,0.00007065601,0.0002402021,0.000007066075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953686,0.0002271439,0.000187972,0.0001496871,0.00002254643,0.00002251873,0.003293602,0.00001458883,0.0007133519],"genre_scores_gemma":[0.996937,0.00009932424,0.0001478532,0.00006880567,0.00003423103,0.00003191146,0.002545982,0.000007611159,0.0001272934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003945167,"threshold_uncertainty_score":0.009076118,"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."}}