{"id":"W2107986077","doi":"10.1161/strokeaha.111.000172","title":"External Validation of the iScore for Predicting Ischemic Stroke Mortality in Patients in China","year":2013,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Stroke (engine); Ischemic stroke; Cardiology; Internal medicine; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01508292,0.0009848614,0.0006951745,0.001640952,0.0005023946,0.0009471953,0.0009257848,0.0006241058,0.0009637801],"category_scores_gemma":[0.02669944,0.0002068149,0.000874319,0.001157673,0.001118399,0.0005689652,0.001277333,0.0005561416,0.0004117225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592972,"about_ca_system_score_gemma":0.001893369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006105604,"about_ca_topic_score_gemma":0.004758168,"domain_scores_codex":[0.9955832,0.002210244,0.0003480772,0.0006482777,0.0009437023,0.0002665632],"domain_scores_gemma":[0.9887639,0.004321291,0.001737607,0.001621571,0.002879744,0.0006757998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000348201,0.00009140646,0.988368,0.00002521219,0.0002450729,0.00004153467,0.0001447212,0.001934986,0.0002759955,0.000122488,0.0006117329,0.007790655],"study_design_scores_gemma":[0.00008869706,0.000337418,0.9765764,0.00002992471,0.0001574815,0.00009734873,0.0001371623,0.02053444,0.0008604614,0.0003036688,0.0008592638,0.00001763234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960555,0.00009102521,0.001767592,0.00009030048,0.00002667707,0.00008995795,0.0006586343,0.00003435905,0.001185999],"genre_scores_gemma":[0.9977405,0.0000310567,0.0004909603,0.00003707039,0.00001747856,0.00005815851,0.001447349,0.000007098811,0.0001703135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01508292,"threshold_uncertainty_score":0.07976711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01344358535780314,"score_gpt":0.2618274846870588,"score_spread":0.2483838993292556,"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."}}