{"id":"W4410453243","doi":"10.1002/jmri.29813","title":"Stroke Mechanism Subtypes and Prognosis in Patients With Symptomatic Intracranial Atherosclerosis Based on Multiparametric <scp>MRI</scp>","year":2025,"lang":"en","type":"article","venue":"Journal of Magnetic Resonance Imaging","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Stroke (engine); Stenosis; Perfusion scanning; Radiology; Magnetic resonance imaging; Internal medicine; Perfusion; Cardiology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003858139,0.0002657094,0.000258891,0.0006935935,0.0002439298,0.0003866625,0.0002196003,0.0004639626,0.001522135],"category_scores_gemma":[0.00145986,0.0002351663,0.00036629,0.000427294,0.0001882239,0.0003930265,0.0002677877,0.00032521,0.0003132393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001221675,"about_ca_system_score_gemma":0.0001926168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007084291,"about_ca_topic_score_gemma":0.001108144,"domain_scores_codex":[0.9998131,0.00003111095,0.00003164201,0.00004448455,0.00003574727,0.00004397493],"domain_scores_gemma":[0.9991252,0.0001692129,0.0003934268,0.00007311958,0.00008002634,0.000159096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001128992,0.00001085993,0.9990668,0.000002364997,0.000017774,0.0001167415,0.00001520932,0.00001379334,0.0001190057,0.000003322488,0.00002240782,0.0004989215],"study_design_scores_gemma":[0.000008160618,0.00008893434,0.9984617,0.000002766659,0.00001574983,0.001163064,0.00004587046,0.0001075799,0.00006028506,0.00001242059,0.00003101623,0.000002517626],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996904,0.00007285751,0.00003883677,0.00000995874,0.000001943995,0.000004228889,0.00006610738,0.000001443334,0.0001142186],"genre_scores_gemma":[0.9996749,0.00003198118,0.00004620825,0.000006300634,0.000007203096,0.000006016679,0.0001855842,8.615293e-7,0.00004099938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001522135,"threshold_uncertainty_score":0.005092025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003497602935099198,"score_gpt":0.2042696427777672,"score_spread":0.2007720398426679,"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."}}