{"id":"W4298143388","doi":"10.5853/jos.2022.01046","title":"Venous Outflow Profiles Are Linked to Clinical Outcomes in Ischemic Stroke Patients with Extensive Baseline Infarct","year":2022,"lang":"en","type":"article","venue":"Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Deutsche Forschungsgemeinschaft; Stryker; Medtronic","keywords":"Medicine; Modified Rankin Scale; Odds ratio; Stroke (engine); Internal medicine; Confidence interval; Cohort; Logistic regression; Retrospective cohort study; Cardiology; Ischemic stroke; 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":[0.0004381342,0.0003281638,0.000284515,0.0006649791,0.0002989247,0.000743886,0.0002445933,0.0004357951,0.001498353],"category_scores_gemma":[0.002815524,0.0001837621,0.000321066,0.0006808563,0.0003873349,0.0003292189,0.0005099285,0.0005431141,0.0001521058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748937,"about_ca_system_score_gemma":0.0002800355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648928,"about_ca_topic_score_gemma":0.002198381,"domain_scores_codex":[0.9997424,0.00005916305,0.00003442972,0.00004813652,0.00004670191,0.00006910689],"domain_scores_gemma":[0.9980591,0.0003760138,0.001071284,0.00009386846,0.0001121181,0.0002876522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131668,0.00001649064,0.9989864,0.000003393974,0.00002959937,0.00006024316,0.00001256163,0.0000391319,0.0001104184,0.00001126081,0.00002064269,0.0005782582],"study_design_scores_gemma":[0.000004363106,0.00005744295,0.9993259,0.000003291097,0.00002144587,0.0002503355,0.0000401897,0.0001830641,0.00003892311,0.00004849403,0.00002466118,0.000002022395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994923,0.0001368863,0.00007520268,0.00002473723,0.000002489669,0.000003222227,0.00006867581,0.000002061213,0.0001943896],"genre_scores_gemma":[0.9997624,0.00005097736,0.00003775127,0.000007360358,0.000008919345,0.000002408745,0.00009874099,7.854043e-7,0.00003073204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001648928,"threshold_uncertainty_score":0.005012453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900320940337816,"score_gpt":0.2917767788472095,"score_spread":0.2727735694438313,"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."}}