{"id":"W4212859159","doi":"10.26226/morressier.5ab8f55fd462b8029238cc9d","title":"GHOST INFARCT CORE AND ADMISSION CT PERFUSION - REDEFINING NEUROIMAGING ROLE IN ACUTE ISCHEMIC STROKE","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neuroimaging; Perfusion scanning; Medicine; Cardiology; Acute stroke; Stroke (engine); Ischemic stroke; Perfusion; Core (optical fiber); Brain infarction; Internal medicine; Ischemia; Psychiatry; Computer science","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":[0.001020019,0.0003092702,0.0002569974,0.001062329,0.0002255541,0.0005982572,0.0002565751,0.0003551399,0.001002477],"category_scores_gemma":[0.004425467,0.0002121643,0.0001376706,0.0005777585,0.0004942861,0.0005791727,0.0004093297,0.0003161845,0.0001480526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002285372,"about_ca_system_score_gemma":0.0003196184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006884696,"about_ca_topic_score_gemma":0.0008366904,"domain_scores_codex":[0.9997557,0.00008411595,0.00004111323,0.00003550915,0.00004701426,0.00003664401],"domain_scores_gemma":[0.9978986,0.0007342053,0.0008351664,0.0001195743,0.0001478035,0.0002646447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003868836,0.00002216265,0.996185,0.0000103852,0.00001221384,0.0004294406,0.000035838,0.00007548985,0.0003485223,0.00003533973,0.00003770569,0.002420847],"study_design_scores_gemma":[0.00001864054,0.0002366136,0.992519,0.00001305007,0.00005017221,0.004914042,0.0001034255,0.001367325,0.0004685232,0.0001787023,0.0001226666,0.00000790199],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991085,0.0004130981,0.0001925005,0.00002198332,0.000002684832,0.000006250444,0.00002836208,0.000003484481,0.0002231146],"genre_scores_gemma":[0.9996145,0.00008755194,0.0002088796,0.000004938843,0.000009127593,0.000003681479,0.00004560834,0.000001125506,0.00002443657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001062329,"threshold_uncertainty_score":0.005394399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111404404481267,"score_gpt":0.2805086463370944,"score_spread":0.2693946022922817,"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."}}