{"id":"W4400351651","doi":"10.1136/jnis-2024-021725","title":"Hemorrhagic transformation in acute ischemic stroke: hemorrhagic subtypes and symptomatic intracranial hemorrhage","year":2024,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracerebral and Subarachnoid Hemorrhage Research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, Irvine; West Virginia University; University of South Carolina; Ottawa Hospital Research Institute; Stryker; University of Oklahoma; Health Science Center, University of Tennessee; Texas Tech University; Thomas Jefferson University; Kaiser Permanente","keywords":"Medicine; Subarachnoid hemorrhage; Stroke (engine); Hematoma; Intraparenchymal hemorrhage; Intracerebral hemorrhage; Cohort; Internal medicine; Cardiology; Radiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137465,0.0002514499,0.0005055954,0.00179659,0.0003157844,0.0008269031,0.000494886,0.000311567,0.001250356],"category_scores_gemma":[0.00354574,0.0001206714,0.0004435737,0.003565935,0.0005069115,0.0006302102,0.0006086587,0.0003998038,0.0002372371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003083234,"about_ca_system_score_gemma":0.0005416963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002673235,"about_ca_topic_score_gemma":0.002916794,"domain_scores_codex":[0.9990068,0.0002561834,0.0002344029,0.0001481539,0.0002904607,0.00006406685],"domain_scores_gemma":[0.996729,0.000578559,0.002003698,0.0001755159,0.0002756821,0.0002376166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000171117,0.00001674229,0.9949064,0.0000572109,0.00005870518,0.00005107876,0.00003624646,0.00004995613,0.00006609288,0.00003647511,0.0001110345,0.004438981],"study_design_scores_gemma":[0.000008420173,0.00005965023,0.998845,0.00002261241,0.00004147381,0.0004288466,0.00009417605,0.0001348325,0.00003870987,0.0001327967,0.0001906095,0.00000284701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912984,0.005118113,0.0004066047,0.0001728692,0.00001765498,0.00005301181,0.0009962292,0.00001111607,0.001926119],"genre_scores_gemma":[0.9978735,0.001038383,0.0002609318,0.00002484796,0.00005019159,0.00002021887,0.0006591337,0.000002259458,0.00007039091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673235,"threshold_uncertainty_score":0.007269919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900127545417912,"score_gpt":0.2869148024199905,"score_spread":0.2679135269658113,"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."}}