{"id":"W2259151540","doi":"10.1177/1747493015607523","title":"National stroke registries for monitoring and improving the quality of hospital care: A systematic review","year":2015,"lang":"en","type":"review","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Stroke (engine); Waiver; MEDLINE; Data collection; Medical emergency; Acute stroke; Family medicine; Emergency department; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.002288455,0.0002967005,0.002275686,0.0002409903,0.0000352922,0.00005283753,0.0006437897,0.0001161213,0.000004152334],"category_scores_gemma":[0.003795148,0.0001804812,0.0008500821,0.0000807912,0.0001102669,0.0001354468,0.0001932903,0.000408324,0.000001182434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006542051,"about_ca_system_score_gemma":0.0007996032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009431034,"about_ca_topic_score_gemma":2.731826e-7,"domain_scores_codex":[0.9954501,0.0001234595,0.002163214,0.0002025157,0.001908531,0.0001521234],"domain_scores_gemma":[0.9911432,0.0006422934,0.004076147,0.0002535767,0.003787052,0.00009772984],"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":[0.00007156879,0.00008238717,0.00006389675,0.9391448,0.004500191,0.00002585392,0.0002184596,3.919048e-7,0.00001194765,0.0002843743,0.004888075,0.05070804],"study_design_scores_gemma":[0.001478793,0.0004781536,0.000017486,0.6050416,0.008208138,0.0004735825,0.0009006463,0.000003084211,0.00003434174,0.000015531,0.3830871,0.0002615141],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007080231,0.9951223,0.0002812759,0.0004814547,0.001269668,0.001857511,0.0004682396,0.000007093263,0.0004417067],"genre_scores_gemma":[0.0007490327,0.9960473,0.001215646,0.0000510451,0.001174247,0.0001126106,0.00004091414,0.00003216453,0.0005770006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.378199,"threshold_uncertainty_score":0.735981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0614726473488354,"score_gpt":0.397185857503337,"score_spread":0.3357132101545016,"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."}}