{"id":"W2243963876","doi":"10.1161/str.43.suppl_1.a34","title":"Abstract 34: Predictors of Readmission to Hospital Following Acute Stroke","year":2012,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Stroke (engine); Intracerebral hemorrhage; Cohort; Emergency medicine; Ischemic stroke; Cohort study; Hospital discharge; Acute stroke; Internal medicine; Pediatrics; Subarachnoid hemorrhage; Ischemia","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":[0.001275257,0.0004516145,0.0004006777,0.0006051724,0.0003255655,0.0008916096,0.0007020721,0.0003954214,0.00286204],"category_scores_gemma":[0.005978398,0.0002039972,0.0009814668,0.0005526535,0.0002275843,0.0002617777,0.0006162102,0.0008853273,0.0003092873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008626957,"about_ca_system_score_gemma":0.001872061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03550471,"about_ca_topic_score_gemma":0.02753729,"domain_scores_codex":[0.9994639,0.0001573187,0.00006687294,0.0000779154,0.0001167167,0.0001172785],"domain_scores_gemma":[0.9971362,0.0007449581,0.00111929,0.0001484816,0.0003914175,0.0004596437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008821719,0.00003671532,0.9983858,0.00001012327,0.00006540825,0.00003441711,0.0000238528,0.0003575061,0.00003382812,0.00001574225,0.0002325442,0.0007158986],"study_design_scores_gemma":[0.00001438898,0.00007867935,0.9945814,0.000009229465,0.00004543469,0.0001089063,0.0000522649,0.004876175,0.00003382805,0.00006841389,0.0001262268,0.000004966351],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982218,0.0001062327,0.000295993,0.0001579334,0.00001058595,0.00001878687,0.0009073946,0.00001784928,0.0002634002],"genre_scores_gemma":[0.9984732,0.00003706784,0.0001526435,0.00001292196,0.000009550143,0.00001140209,0.001139642,0.000002821762,0.0001608467],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03550471,"threshold_uncertainty_score":0.0705961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043908600444895,"score_gpt":0.2712059839808721,"score_spread":0.2607668979764232,"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."}}