{"id":"W4378783301","doi":"10.3389/fneur.2023.1147858","title":"Women and stroke: disparities in clinical presentation, severity, and short- and long-term outcomes","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Medicine; Stroke (engine); Modified Rankin Scale; Internal medicine; Incidence (geometry); Thrombolysis; Ischemic stroke; Pediatrics; Myocardial infarction; Ischemia","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000733819,0.0001274876,0.0002525359,0.000565979,0.0004139136,0.000561971,0.0001809684,0.0002893147,0.003540176],"category_scores_gemma":[0.0017004,0.0001309991,0.0001945084,0.0008686525,0.0002698648,0.000521229,0.0004573386,0.0002372744,0.000285708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003048992,"about_ca_system_score_gemma":0.0003598042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009648248,"about_ca_topic_score_gemma":0.01230177,"domain_scores_codex":[0.9996257,0.0001171794,0.00003101311,0.0000797523,0.00005071598,0.00009563332],"domain_scores_gemma":[0.9995491,0.0001135438,0.000211409,0.0000194069,0.00003701878,0.00006951029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001172552,0.00002978761,0.9912441,0.00001927715,0.00004930082,0.00008313648,0.0004740616,0.00002704444,0.0001394383,0.0002311116,0.0004785404,0.007106898],"study_design_scores_gemma":[0.00001141465,0.00005719827,0.9974862,0.00003211201,0.00002602316,0.0002585834,0.0008121536,0.000107174,0.00002826631,0.0002531045,0.0009231684,0.000004403587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947114,0.002163837,0.0001242507,0.0009873662,0.00002186996,0.000006620435,0.0003947779,0.000002538788,0.001587407],"genre_scores_gemma":[0.9989191,0.0004410963,0.00004500557,0.0001895192,0.00003303041,0.000004020176,0.0001572617,0.000001054265,0.0002099387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009648248,"threshold_uncertainty_score":0.01918417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02927068548401321,"score_gpt":0.3239358911761433,"score_spread":0.2946652056921301,"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."}}