{"id":"W4406678785","doi":"10.1177/23969873241311821","title":"A systematic review of current national hospital-based stroke registries monitoring access to evidence-based care and patient outcomes","year":2025,"lang":"en","type":"review","venue":"European Stroke Journal","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Audit; Clinical governance; Stroke (engine); MEDLINE; Family medicine; Citation; Medical emergency; Health care; Accounting; Business","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":[0.001243457,0.0007531357,0.003661756,0.0009036362,0.0001449262,0.0002200945,0.0008400659,0.00007915242,0.00002314318],"category_scores_gemma":[0.005787023,0.0005385288,0.001209527,0.0004715812,0.00007966461,0.0001941083,0.0005028003,0.000944895,0.00001679548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008945465,"about_ca_system_score_gemma":0.001427035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001343947,"about_ca_topic_score_gemma":9.56086e-8,"domain_scores_codex":[0.993641,0.0008499629,0.002596438,0.0005849695,0.001923206,0.0004044376],"domain_scores_gemma":[0.9944394,0.0006853442,0.002473838,0.00076424,0.001260838,0.0003763586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001618858,0.00007795146,0.000415151,0.8737715,0.000603369,0.0001070742,0.00004868022,0.000002813501,4.225782e-7,0.000002445947,0.01369215,0.1112622],"study_design_scores_gemma":[0.0004067589,0.0003450242,0.00009696236,0.7624293,0.004945923,0.00003247394,0.00008610366,7.755907e-7,0.000009551986,8.376368e-8,0.2313641,0.0002829185],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000260727,0.991519,0.0005107025,0.0005560942,0.001072027,0.004035723,0.0002696002,0.00004529562,0.001965423],"genre_scores_gemma":[0.0001929397,0.9973546,0.0009948009,0.0005459491,0.0002846314,0.0001588832,0.00003875051,0.00008148616,0.0003479539],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.217672,"threshold_uncertainty_score":0.9997066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07389438918945819,"score_gpt":0.3844147503272333,"score_spread":0.3105203611377751,"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."}}