{"id":"W2131972331","doi":"10.1161/strokeaha.111.623116","title":"The iScore Predicts Poor Functional Outcomes Early After Hospitalization for an Acute Ischemic Stroke","year":2011,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Canadian Stroke Network; Institute for Clinical Evaluative Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Modified Rankin Scale; Institutionalisation; Audit; Emergency medicine; Cause of death; Ischemic stroke; Confidence interval; Physical therapy; Internal medicine; Disease; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001871397,0.0002684477,0.0002704509,0.00009165704,0.0001686645,0.00004655799,0.0002181079,0.0001227405,0.0001932135],"category_scores_gemma":[0.00007744603,0.0001834913,0.0002203145,0.00008459886,0.0001326776,0.0002627403,0.0001087527,0.0001763019,0.0000528258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008295671,"about_ca_system_score_gemma":0.00006265387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002816302,"about_ca_topic_score_gemma":0.00001385795,"domain_scores_codex":[0.9982964,0.00001894147,0.0003472728,0.000417621,0.0004622792,0.0004574436],"domain_scores_gemma":[0.9988709,0.00005483077,0.0001398936,0.0005719944,0.0001851531,0.0001772142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002996387,0.0003420457,0.752663,0.00008500062,0.001964062,0.00003408382,0.001179684,0.000001908982,0.01102373,0.0006707553,0.2235511,0.005488261],"study_design_scores_gemma":[0.00470085,0.001772472,0.8877909,0.00005045233,0.001317197,0.00002577807,0.0007636328,0.0004956372,0.01343922,0.00006080406,0.08917063,0.0004124856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604553,0.0001409244,0.008057648,0.0007930291,0.0008262016,0.00137832,0.0003644036,0.000177512,0.02780664],"genre_scores_gemma":[0.9506553,0.0000267736,0.002916632,0.0008482166,0.0003855067,0.0005438908,0.000188045,0.00006006496,0.04437561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1351278,"threshold_uncertainty_score":0.7482559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02214290596194039,"score_gpt":0.2522122057809911,"score_spread":0.2300692998190507,"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."}}