{"id":"W2105004565","doi":"10.1161/circoutcomes.112.965210","title":"Emergency Medical Service Hospital Prenotification Is Associated With Improved Evaluation and Treatment of Acute Ischemic Stroke","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Emergency medicine; Stroke (engine); Emergency medical services; Medical emergency; Ischemic stroke; Service (business); Physical therapy; Intensive care medicine; Internal medicine; Ischemia","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":[0.001333441,0.0001934497,0.000585766,0.00007268492,0.00006599661,0.000009004055,0.00004226888,0.0001549492,0.00008012424],"category_scores_gemma":[0.000210245,0.0001510111,0.0002678286,0.0001653885,0.00005396317,0.0001813235,0.00003099772,0.00006782619,0.000002187202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001562584,"about_ca_system_score_gemma":0.00005932638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001077546,"about_ca_topic_score_gemma":0.000005189464,"domain_scores_codex":[0.9979123,0.0001632444,0.0004447975,0.0003049849,0.0009749088,0.0001997084],"domain_scores_gemma":[0.9987878,0.00006056545,0.0002143983,0.0004416575,0.0003305599,0.0001649905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000502755,0.000300891,0.9592423,0.0001381648,0.01076928,0.000001219512,0.002244924,0.000007592867,0.001623499,0.00003011185,0.0001073294,0.0254844],"study_design_scores_gemma":[0.003605841,0.00008978493,0.9870999,0.00003282371,0.004741163,0.00001078566,0.0003014549,0.001693219,0.001546127,0.000003834426,0.0007073547,0.0001676427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923463,0.002666088,0.002117891,0.001209344,0.000119351,0.001013665,0.00003858513,0.00003806957,0.0004506645],"genre_scores_gemma":[0.9986816,0.0004349903,0.0002185074,0.0001356687,0.00007319208,0.00007576979,0.0002747794,0.00001726081,0.00008822529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02785766,"threshold_uncertainty_score":0.6158053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04204051242615297,"score_gpt":0.3206457460193061,"score_spread":0.2786052335931531,"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."}}