{"id":"W2746495331","doi":"10.1161/str.47.suppl_1.wp324","title":"Abstract WP324: Integrated Systems Enhance Equitable and High-Quality Stroke Prevention Clinic Care","year":2016,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Champlain Regional College","funders":"","keywords":"Medicine; Referral; Triage; Stroke (engine); Emergency department; Emergency medicine; Audit; Acute stroke; Medical emergency; Neuroimaging; Health care; Family medicine; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0108009,0.0003664353,0.0003273782,0.001439653,0.003457603,0.005776573,0.002202525,0.0008706246,0.01058596],"category_scores_gemma":[0.02640176,0.000521609,0.0005864037,0.002979243,0.001562595,0.00172678,0.00663413,0.0009602302,0.001161471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03215067,"about_ca_system_score_gemma":0.120961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5608596,"about_ca_topic_score_gemma":0.7449027,"domain_scores_codex":[0.987233,0.004116975,0.000786463,0.0006469398,0.00493512,0.002281471],"domain_scores_gemma":[0.9707114,0.002704154,0.004677879,0.002711134,0.01008946,0.009106039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004393722,0.001457813,0.3346094,0.001485078,0.000193025,0.0004053554,0.007945897,0.001904424,0.002591121,0.008691196,0.2232659,0.4170115],"study_design_scores_gemma":[0.0006806625,0.000784035,0.8269416,0.0007916097,0.0001242198,0.0001704741,0.004784706,0.003180324,0.001038374,0.002316501,0.1591193,0.00006812777],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5941363,0.002104682,0.02506519,0.08982334,0.0007014228,0.01217442,0.01477164,0.003237427,0.2579856],"genre_scores_gemma":[0.8968832,0.001260103,0.06842546,0.005701205,0.0004583407,0.003331307,0.005981345,0.000207272,0.01775169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5608596,"threshold_uncertainty_score":0.8834532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269759090705202,"score_gpt":0.334162101780266,"score_spread":0.3071861927097457,"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."}}