{"id":"W3164978977","doi":"10.1038/s41467-021-23492-3","title":"Outcome after acute ischemic stroke is linked to sex-specific lesion patterns","year":2021,"lang":"en","type":"article","venue":"Nature Communications","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mila - Quebec Artificial Intelligence Institute; Montreal Neurological Institute and Hospital; McGill University; University of British Columbia","funders":"National Institute of Neurological Disorders and Stroke; National Institute on Aging; Canadian Institutes of Health Research; Vetenskapsrådet; Société Française de Radiologie; Canada First Research Excellence Fund; National Institutes of Health; Lunds Universitet; Health Canada; Agence Nationale de la Recherche; Skånes universitetssjukhus; Fondation Brain Canada; Canadian Institute for Advanced Research; U.S. Department of Veterans Affairs","keywords":"Stroke (engine); Medicine; Lesion; Cohort; Acute stroke; Sex characteristics; Internal medicine; Brain ischemia; Cardiology; Physical medicine and rehabilitation; Physical therapy; Surgery; 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":[0.0008747761,0.0001744693,0.0002058904,0.0003689446,0.0001437508,0.0003936827,0.0001394154,0.000170736,0.001916572],"category_scores_gemma":[0.005384049,0.00008239378,0.0002655795,0.0002671907,0.0001728763,0.0001960491,0.0002967168,0.0002173634,0.0002276942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000108164,"about_ca_system_score_gemma":0.0001547609,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809474,"about_ca_topic_score_gemma":0.00261084,"domain_scores_codex":[0.9997306,0.0001136018,0.00002178336,0.00006545871,0.00003309652,0.00003537985],"domain_scores_gemma":[0.9988096,0.0004361732,0.0004822496,0.0001265476,0.00007362996,0.0000719259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002731271,0.00001782272,0.982361,0.00001394222,0.000110757,0.00007224694,0.0001320049,0.0004562011,0.0005118375,0.0001881938,0.0001845151,0.01567842],"study_design_scores_gemma":[0.000008391478,0.00009981473,0.9953243,0.00001064952,0.00004350414,0.0002372274,0.0001156291,0.002581957,0.0001942782,0.001110509,0.0002677329,0.000006020614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975899,0.0003329402,0.0009449247,0.0001138138,0.000006834558,0.000005512101,0.0002774203,0.000007683026,0.0007209149],"genre_scores_gemma":[0.9994899,0.0001054718,0.0001269025,0.00001301304,0.000005921106,0.000002881248,0.0001439206,0.000002816007,0.0001091603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001916572,"threshold_uncertainty_score":0.006411552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03634201571667138,"score_gpt":0.3350086656476636,"score_spread":0.2986666499309922,"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."}}