{"id":"W4392461923","doi":"10.1161/svin.03.suppl_2.080","title":"Abstract 080: Continuous Automated Stroke Screening Software for Early Detection of Neurological Impairment","year":2023,"lang":"en","type":"article","venue":"Stroke Vascular and Interventional Neurology","topic":"Brain Tumor Detection and Classification","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Stroke (engine); Medicine; Computer science; Physical medicine and rehabilitation; Engineering","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":[0.0007596854,0.001450065,0.0005669605,0.001430301,0.0002488922,0.0009950617,0.001370737,0.000569378,0.01967492],"category_scores_gemma":[0.004508341,0.000538656,0.0008046819,0.0003948162,0.0003443409,0.001001927,0.001319859,0.0007973413,0.01013538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004342787,"about_ca_system_score_gemma":0.0009400406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002296761,"about_ca_topic_score_gemma":0.001729926,"domain_scores_codex":[0.9993845,0.00006610329,0.00007920905,0.0001871924,0.0002175395,0.00006544971],"domain_scores_gemma":[0.9988086,0.0004482222,0.0001506021,0.0001245479,0.0003769758,0.00009103713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002832147,0.000580236,0.02555513,0.001614615,0.0003572253,0.0009515911,0.000739821,0.01486724,0.06426624,0.00360696,0.3228298,0.561799],"study_design_scores_gemma":[0.0005590075,0.000726627,0.0671711,0.0005203846,0.0003152027,0.002106667,0.0001434256,0.5804345,0.1980789,0.01190316,0.1374112,0.0006296603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.03511379,0.0003027584,0.220927,0.0003176952,0.0002356637,0.0006489883,0.01652705,0.7185439,0.007383171],"genre_scores_gemma":[0.501263,0.0006231284,0.3733215,0.001650178,0.0002286604,0.003534556,0.03585108,0.05892915,0.02459862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01967492,"threshold_uncertainty_score":0.0658192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006026095084808,"score_gpt":0.2776621543018273,"score_spread":0.2476018933509793,"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."}}