{"id":"W4396971502","doi":"10.1177/20552076241254986","title":"Telestroke network to robotic telestroke network: How to upgrade regional stroke care to include remote robotics?","year":2024,"lang":"en","type":"article","venue":"Digital Health","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Telemedicine; Robotics; Thrombolysis; Computer science; Artificial intelligence; Work (physics); Medicine; Robot; Health care; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004260688,0.0006848877,0.001043921,0.000439057,0.0003136406,0.0005057724,0.0005363838,0.0001874264,0.00001999187],"category_scores_gemma":[0.0001821142,0.0006616765,0.0003288046,0.001473505,0.00006308648,0.000262293,0.000999283,0.0006946502,0.0006663498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001582346,"about_ca_system_score_gemma":0.0007880233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001406951,"about_ca_topic_score_gemma":0.0001372793,"domain_scores_codex":[0.9940361,0.00005777741,0.0007926082,0.001356817,0.001174136,0.002582527],"domain_scores_gemma":[0.9960895,0.0001998131,0.000122573,0.001106646,0.0001871902,0.002294282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002558132,0.00007337391,0.00293331,0.0007404139,0.0002243119,0.0003482816,0.0008473651,0.06437618,0.00003185621,0.001022018,0.8042277,0.1249193],"study_design_scores_gemma":[0.0009036489,0.00286449,0.01021271,0.00316542,0.0001539262,0.0002596859,0.001517015,0.002503595,0.00004304391,0.000104186,0.9773185,0.0009538002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07111023,0.009851247,0.3266639,0.5307074,0.006270071,0.01185825,0.0006993345,0.002693327,0.04014629],"genre_scores_gemma":[0.8135142,0.0001346686,0.09738138,0.04844135,0.007151752,0.0001065126,0.0006127731,0.0003277595,0.03232963],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.742404,"threshold_uncertainty_score":0.9995834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02363227716033611,"score_gpt":0.2994894441920296,"score_spread":0.2758571670316935,"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."}}