{"id":"W4210969066","doi":"10.2139/ssrn.4002135","title":"Perceived Importance of Silent Cerebral Ischemia Following Endovascular Procedures","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Ischemia; Medicine; Cardiology; Business; Internal medicine; Anesthesia","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":[0.00251375,0.0001742866,0.0003568854,0.001116858,0.0008417123,0.001431724,0.0004802954,0.0008830531,0.005339745],"category_scores_gemma":[0.03228259,0.0001695864,0.000482375,0.0005073739,0.0005834489,0.001266239,0.0009750786,0.001679015,0.0003652647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007091887,"about_ca_system_score_gemma":0.0009951626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004016341,"about_ca_topic_score_gemma":0.007289547,"domain_scores_codex":[0.9985215,0.0005828182,0.000225862,0.00008264158,0.0003666962,0.0002205173],"domain_scores_gemma":[0.9754391,0.008483923,0.008682819,0.0004269653,0.002533785,0.004433355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005548098,0.0007529444,0.9735476,0.0001825703,0.0002246751,0.000596588,0.006890186,0.0001428111,0.0003028757,0.0003435728,0.001229718,0.01523161],"study_design_scores_gemma":[0.00002821201,0.0005709571,0.9830297,0.0001439372,0.0001156819,0.000737353,0.01306622,0.0004617131,0.000110353,0.0005522932,0.001141667,0.00004187596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932634,0.0005270723,0.0001326641,0.001401427,0.00006502465,0.0000183818,0.0001367944,0.000003289642,0.00445196],"genre_scores_gemma":[0.9989744,0.0003094157,0.00009643548,0.0002229996,0.00007641416,0.000005110147,0.00008660783,0.00000157026,0.000226981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005339745,"threshold_uncertainty_score":0.01786321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00631998706296929,"score_gpt":0.2364409693733916,"score_spread":0.2301209823104223,"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."}}