{"id":"W2914057126","doi":"10.1161/str.50.suppl_1.wp124","title":"Abstract WP124: Practice Variation in the Management of Aneurysmal Subarachnoid Hemorrhage- A Survey of US and Canadian Emergency Medicine Physicians","year":2019,"lang":"en","type":"article","venue":"Stroke","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Subarachnoid hemorrhage; Emergency medicine; Lumbar puncture; Computed tomography; Neuroimaging; Radiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002907278,0.0002247033,0.0002951976,0.002124357,0.00121115,0.0009789137,0.001332904,0.0007752883,0.001501165],"category_scores_gemma":[0.01275004,0.0003038777,0.0003674058,0.00402632,0.0008759313,0.0007083113,0.001036719,0.0005242245,0.0002241221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007647484,"about_ca_system_score_gemma":0.006919476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8019443,"about_ca_topic_score_gemma":0.7706366,"domain_scores_codex":[0.9957154,0.0005909111,0.0005905944,0.0005143883,0.002036662,0.0005519402],"domain_scores_gemma":[0.987926,0.001688185,0.004752627,0.0002937348,0.003905562,0.001433856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001863659,0.00001817001,0.9959826,0.00003211251,0.00002001954,0.00002914037,0.001211081,0.00002664649,0.00005200146,0.00002012695,0.000731099,0.001858211],"study_design_scores_gemma":[0.000001725604,0.0000121547,0.998253,0.00001284812,0.000002771714,0.00003541975,0.001313853,0.00006671572,0.00001162521,0.000003206138,0.0002831083,0.000003483178],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932072,0.0004600709,0.00009025176,0.001070381,0.00001417889,0.00009090438,0.003050995,0.00001089193,0.002005137],"genre_scores_gemma":[0.9986619,0.0001862785,0.00009704973,0.0001878042,0.000008962311,0.00003031431,0.000658697,0.000002114834,0.0001669472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1980557,"threshold_uncertainty_score":0.3984442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566471733806826,"score_gpt":0.2801601180653179,"score_spread":0.2644954007272497,"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."}}