{"id":"W4390686876","doi":"10.1007/s00234-024-03283-5","title":"High risk of early recurrent stroke in patients with near-occlusion with full collapse of the internal carotid artery","year":2024,"lang":"en","type":"article","venue":"Neuroradiology","topic":"Cerebrovascular and Carotid Artery Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"STROKE-Riksförbundet; Umeå Universitet; Svenska Läkaresällskapet; Hjärt-Lungfonden; Fondation pour la Recherche Médicale; Sveriges Läkarförbund; Knut och Alice Wallenbergs Stiftelse; Jeanssons Stiftelser","keywords":"Medicine; Neuroradiology; Occlusion; Internal carotid artery; Stroke (engine); Radiology; Inter-rater reliability; Neurology; Angiography; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007624378,0.0001349694,0.0003458603,0.00009342638,0.00002499136,0.000007694128,0.0001099651,0.00004789877,0.00004487657],"category_scores_gemma":[0.00002628593,0.00007406562,0.0001187234,0.0002092565,0.0002208349,0.00003934052,0.0000567574,0.0002534579,0.0000038389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054631,"about_ca_system_score_gemma":0.0001136422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001299972,"about_ca_topic_score_gemma":0.0001075861,"domain_scores_codex":[0.9989091,0.0001838052,0.0002482263,0.0002522148,0.0002434014,0.0001633122],"domain_scores_gemma":[0.9993615,0.00006654848,0.00009600236,0.0003326876,0.00008142814,0.00006184474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001133469,0.0002021957,0.9967689,0.0001005642,0.0001317627,0.00001370847,0.0002615313,0.00007489191,0.0003163808,0.00003401298,0.0001233405,0.0008392425],"study_design_scores_gemma":[0.002229404,0.004626407,0.9917943,0.0002973105,0.0002089623,0.00006786569,0.00002932896,0.00006244305,0.0005235008,0.000007516345,0.00008540282,0.00006753425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998759,0.00007082512,0.00001942575,0.00008508141,0.0003628029,0.0004694083,0.0001067037,0.0000152933,0.0001114461],"genre_scores_gemma":[0.9997526,0.0000276604,0.0000362131,0.00005678478,0.00004086004,0.00001020355,0.00001549512,0.00001785313,0.00004226443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004974576,"threshold_uncertainty_score":0.3020308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003925303173203483,"score_gpt":0.1997911676606453,"score_spread":0.1958658644874418,"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."}}