{"id":"W4205232946","doi":"10.1177/17474930211065635","title":"Venous outflow profiles are associated with early edema progression in ischemic stroke","year":2022,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Odds ratio; Internal medicine; Cardiology; Edema; Computed tomography angiography; Angiography; Surgery; Ischemia; Ischemic stroke","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004500305,0.0001662641,0.0003625061,0.0004754999,0.0000552507,0.0000354342,0.0004292526,0.00005120939,0.0002470339],"category_scores_gemma":[0.00016213,0.0001358758,0.0001408052,0.0001541031,0.00005135395,0.0001612965,0.000214666,0.0007051608,0.000005066412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007597139,"about_ca_system_score_gemma":0.0001769581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001507136,"about_ca_topic_score_gemma":0.000005886603,"domain_scores_codex":[0.9972653,0.0000600231,0.0005425457,0.0001905146,0.001698807,0.0002428255],"domain_scores_gemma":[0.9984508,0.00006968976,0.0008355537,0.0001366391,0.0004070255,0.0001003193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003407054,0.002147524,0.9117606,0.00002934498,0.001820677,0.005451696,0.00080926,0.0004102537,0.04014739,0.00002187679,0.0224249,0.01156948],"study_design_scores_gemma":[0.02747926,0.007816968,0.8182739,0.002930726,0.0006336194,0.003420993,0.006591169,0.000922556,0.04716899,0.00002699484,0.08395796,0.0007768889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989934,0.0002174763,0.0001047022,0.002764357,0.0005320784,0.0002867443,0.0001101023,0.00002249139,0.00602805],"genre_scores_gemma":[0.9960489,0.00001990242,0.0009729105,0.0003083307,0.0003081153,0.00003471984,0.00003322634,0.00002946449,0.002244445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09348667,"threshold_uncertainty_score":0.5540854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208436864806085,"score_gpt":0.2732140980519701,"score_spread":0.2611297294039093,"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."}}