{"id":"W3082663846","doi":"10.21037/apm-20-1175","title":"FLAIR vascular hyperintensity: an unfavorable marker of early neurological deterioration and short-term prognosis in acute ischemic stroke patients","year":2020,"lang":"en","type":"article","venue":"Annals of Palliative Medicine","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Jiangsu Commission of Health","keywords":"Medicine; Fluid-attenuated inversion recovery; Interquartile range; Stroke (engine); Hyperintensity; Modified Rankin Scale; Confidence interval; Internal medicine; Odds ratio; Cardiology; Magnetic resonance imaging; Ischemic stroke; Radiology; Ischemia","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":[0.0006075482,0.0003947316,0.0003712916,0.0007771946,0.0002666189,0.0004603684,0.0002814031,0.0004207946,0.001142636],"category_scores_gemma":[0.001530024,0.0001527093,0.0002932498,0.0004907486,0.0002626304,0.0003900593,0.000296203,0.0003616683,0.0002358026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001769289,"about_ca_system_score_gemma":0.00030323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006585194,"about_ca_topic_score_gemma":0.001140095,"domain_scores_codex":[0.9997682,0.00005593731,0.00004119609,0.00004609829,0.000045582,0.00004297402],"domain_scores_gemma":[0.998915,0.0001812292,0.0005447504,0.00004264764,0.0001108244,0.0002055716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003514745,0.00003070822,0.9981597,0.00001175384,0.00004184626,0.00009677289,0.00001478775,0.00004259212,0.0001757812,0.000006479912,0.00004601973,0.001022107],"study_design_scores_gemma":[0.00001339121,0.0002026519,0.9985821,0.000006636848,0.00005800298,0.000505987,0.00006627168,0.0003273356,0.0001075866,0.00004010261,0.00008546653,0.000004324297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991993,0.0003508303,0.00008833767,0.00003276121,0.000005857215,0.000007838305,0.0001308136,0.000002260648,0.0001820125],"genre_scores_gemma":[0.9994286,0.0001103546,0.00009083546,0.00001446474,0.00002522345,0.000008832159,0.0002381089,7.014769e-7,0.00008285394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001142636,"threshold_uncertainty_score":0.003822446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0676277406916668,"score_gpt":0.3187392366915294,"score_spread":0.2511114959998626,"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."}}