{"id":"W4412152943","doi":"10.1007/978-3-031-89844-0_16","title":"ADC Threshold Indicating the Ischemic Region for Predicting Efficacy in Thrombectomy","year":2025,"lang":"en","type":"article","venue":"Acta neurochirurgica. Supplementum","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Modified Rankin Scale; Receiver operating characteristic; Effective diffusion coefficient; Occlusion; Ischemic stroke; Area under the curve; Internal carotid artery; Stroke (engine); Internal medicine; Nuclear medicine; Cardiology; Radiology; Ischemia; Magnetic resonance imaging","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":[0.0009422379,0.0003439544,0.0002643548,0.001234812,0.000155107,0.00061471,0.0002603189,0.0005127027,0.001325454],"category_scores_gemma":[0.004776273,0.0001385401,0.0002774891,0.0005931991,0.0003314391,0.0004332984,0.0002595457,0.0003328066,0.0003373377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618818,"about_ca_system_score_gemma":0.0002701825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001107815,"about_ca_topic_score_gemma":0.001122959,"domain_scores_codex":[0.9996648,0.0001129859,0.00006146022,0.00004362936,0.00007264085,0.00004436446],"domain_scores_gemma":[0.9976351,0.0008003599,0.0009349225,0.0001035601,0.000298022,0.0002280073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005291554,0.00002154324,0.9943453,0.00001928507,0.00005312634,0.0001244127,0.00002106654,0.0002958615,0.0008729021,0.00003944229,0.0001129237,0.00356492],"study_design_scores_gemma":[0.00001933555,0.000257151,0.993519,0.00002376594,0.0001263718,0.0009748894,0.00008497895,0.003416593,0.001063083,0.0001723355,0.0003335307,0.000008885318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966205,0.001310591,0.0008178457,0.00005987308,0.00001449985,0.00001395206,0.0001944819,0.00001616004,0.0009520344],"genre_scores_gemma":[0.9995036,0.0000864457,0.0002336132,0.000005882031,0.000008482906,0.000004058232,0.0001001554,0.000001370088,0.00005644669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001325454,"threshold_uncertainty_score":0.004983127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761692068200289,"score_gpt":0.2935168732473614,"score_spread":0.2758999525653585,"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."}}