{"id":"W2062475896","doi":"10.1159/000363619","title":"Low Alberta Stroke Program Early CT Score (ASPECTS) Associated with Malignant Middle Cerebral Artery Infarction","year":2014,"lang":"en","type":"article","venue":"Cerebrovascular Diseases","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Infarction; Middle cerebral artery; Receiver operating characteristic; Stroke (engine); Concordance; Retrospective cohort study; Cerebral infarction; Cohort; Internal medicine; Radiology; Myocardial infarction; Ischemia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001674521,0.0004604378,0.0006156343,0.0002038273,0.0001538462,0.0001218405,0.0002427897,0.00008969296,0.000342762],"category_scores_gemma":[0.0003591815,0.0003677255,0.0004811852,0.0003730192,0.0002027992,0.0002317325,0.0001361202,0.0002526579,0.0001653525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002240796,"about_ca_system_score_gemma":0.0001213641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003221703,"about_ca_topic_score_gemma":0.000143326,"domain_scores_codex":[0.9970901,0.0001208014,0.0003878311,0.0007968372,0.0008873522,0.0007170917],"domain_scores_gemma":[0.9979755,0.00009746046,0.0002057918,0.001056892,0.0001812278,0.0004831274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003232329,0.002612645,0.9611272,0.0006069639,0.004249904,0.0001290842,0.0001503469,0.00004847185,0.0005475475,0.0003829732,0.01002613,0.01979553],"study_design_scores_gemma":[0.007509682,0.001573629,0.9664741,0.001164253,0.003403652,0.0001129713,0.0001714277,0.001240129,0.002747615,0.00005781956,0.01477143,0.0007732626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834993,0.0001836501,0.0003305874,0.0003991447,0.0001668176,0.001637018,0.00003905169,0.0004480542,0.01329641],"genre_scores_gemma":[0.9933048,0.00001963473,0.0003097941,0.000527913,0.0003414987,0.0002965001,0.0005427383,0.00009443693,0.004562616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01902227,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009150812360770328,"score_gpt":0.2076004572766047,"score_spread":0.1984496449158344,"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."}}