{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001142439,0.0004957748,0.0003158865,0.0008949736,0.000418992,0.0008112399,0.0005160172,0.0005227729,0.001725266],"category_scores_gemma":[0.008559654,0.0001357218,0.0003399753,0.000693497,0.0004438582,0.0004395474,0.0006986267,0.0005991451,0.0002930581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001406115,"about_ca_system_score_gemma":0.00204849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07666653,"about_ca_topic_score_gemma":0.1422028,"domain_scores_codex":[0.9994497,0.0001070299,0.00005318698,0.00007233379,0.0001639041,0.0001538291],"domain_scores_gemma":[0.9963239,0.0007546129,0.001228535,0.0001370445,0.0009359386,0.0006199024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008351954,0.00002241433,0.9978371,0.000005898233,0.00002037303,0.00001383212,0.00002429572,0.00009548989,0.00002279598,0.000009222125,0.0003403714,0.001524787],"study_design_scores_gemma":[0.000007038337,0.00004253368,0.9990258,0.000008269463,0.00001584159,0.00003742018,0.00005516365,0.0005796105,0.00002508688,0.0000326062,0.0001673562,0.000003337614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969063,0.000162069,0.0001441812,0.0001759729,0.00001794013,0.00002570834,0.0006557965,0.000009799012,0.001902148],"genre_scores_gemma":[0.9987378,0.00005472046,0.0001182015,0.00002932086,0.00001481558,0.000008838115,0.0007987424,0.000001758476,0.0002358019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07666653,"threshold_uncertainty_score":0.1524405,"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."}}