{"id":"W2092929484","doi":"10.1161/strokeaha.110.601831","title":"Hospital-Level Variation in Mortality and Rehospitalization for Medicare Beneficiaries With Acute Ischemic Stroke","year":2010,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Emergency medicine; Ischemic stroke; Acute stroke; Internal medicine; Ischemia; Tissue plasminogen activator","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":[0.0002515643,0.0002230465,0.0003287804,0.0001435181,0.00006983064,0.00003554254,0.000109389,0.0001759461,0.000042567],"category_scores_gemma":[0.0002209102,0.0001911614,0.00005408259,0.0001434608,0.0001013433,0.0001830846,0.00007501655,0.0002803775,0.000002253806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006617327,"about_ca_system_score_gemma":0.00009867778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001526149,"about_ca_topic_score_gemma":0.000432962,"domain_scores_codex":[0.9985303,0.00001003351,0.0003182454,0.0004434467,0.0003841834,0.0003138295],"domain_scores_gemma":[0.9991059,0.00006265839,0.0001570279,0.0003962443,0.0001588697,0.0001192604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006714647,0.0004783028,0.8191415,0.0004665749,0.001292943,0.00008903877,0.0028813,0.00001148852,0.1499992,0.005041493,0.01281847,0.007108262],"study_design_scores_gemma":[0.006083437,0.0008928595,0.9556503,0.0001338187,0.000914683,0.00003015376,0.000833257,0.001783372,0.018853,0.00009490092,0.01426832,0.0004619438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827285,0.00005826704,0.009813719,0.001602679,0.0002812544,0.00118969,0.0003361823,0.00007563437,0.003914017],"genre_scores_gemma":[0.9827423,0.00004188078,0.01515471,0.0001808503,0.0002077581,0.0001862385,0.0002544514,0.00003727045,0.001194503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1365088,"threshold_uncertainty_score":0.7795335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322330689141211,"score_gpt":0.2654568950365799,"score_spread":0.2522335881451678,"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."}}