{"id":"W3162246812","doi":"10.1161/str.52.suppl_1.p141","title":"Abstract P141: Global Impact of Covid-19 Pandemic on Acute Stroke and Mechanical Thrombectomy - An International Survey","year":2021,"lang":"en","type":"article","venue":"Stroke","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Pandemic; Coronavirus disease 2019 (COVID-19); Intubation; Emergency medicine; Acute stroke; Sedation; Internal medicine; Emergency department; Surgery; Disease; Nursing","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":[0.001489383,0.0003251267,0.0002587891,0.001426231,0.0002681012,0.000573036,0.0003345323,0.0005244734,0.004410869],"category_scores_gemma":[0.003323439,0.0002489167,0.0005921331,0.002164577,0.0002634377,0.001063945,0.001117707,0.0007154806,0.001189609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003363895,"about_ca_system_score_gemma":0.0004507588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003378433,"about_ca_topic_score_gemma":0.002065767,"domain_scores_codex":[0.9990575,0.0002636233,0.0002273977,0.0001041389,0.000182466,0.0001649805],"domain_scores_gemma":[0.9968101,0.0004942842,0.001590731,0.0001644518,0.0004684994,0.0004718439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003883984,0.00007183829,0.9922151,0.0001320517,0.00004077809,0.00005199387,0.0004991164,0.0001053067,0.0001937186,0.00004826524,0.003097972,0.003504941],"study_design_scores_gemma":[0.000003047956,0.00008942621,0.9972916,0.00003057451,0.000006372747,0.00009109698,0.0008131559,0.00006821437,0.00005111866,0.00001475428,0.001535832,0.000004766871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437003,0.0003937886,0.0004618102,0.00101283,0.00003203926,0.0003647098,0.04771939,0.0000433748,0.00627165],"genre_scores_gemma":[0.9782835,0.0005921167,0.0005408785,0.0006815221,0.00004788487,0.0005471063,0.01782827,0.00001772878,0.001460853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004410869,"threshold_uncertainty_score":0.01475579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277641801438573,"score_gpt":0.4761729223694944,"score_spread":0.3484087422256371,"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."}}